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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: welcome to game
Product: Deepwater Games Welcome to: Halloween

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 game. 2. Customer believes 'Welcome to' is part of the product title. 3. Customer believes the product may be part of a series. 4. Customer believes the product might include Halloween-themed content.
Customer Desire: 1. Customer desires curiosity (D2: to gain knowledge about the game). 2. Customer desires social contact (D13: to engage in a game with others). 3. Customer desires order (D8: to find a structured game experience). 4. Customer desires social status (D14: to participate in a popular or themed game).
Customer Intention: 1. Customer intends to purchase a game matching the query. 2. Customer intends to verify if the product is part of a known series. 3. Customer intends to confirm if the Halloween theme aligns with their preferences. 4. Customer intends to evaluate the product’s relevance to 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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: gaming wireless keyboard
Product: DIERYA DK63 60% Keyboard with Dedicated Arrow Keys, Wireless Wired Mechanical Gaming Computer Keyboard True RGB LED Backlit Bluetooth 5.1 Programmable, N-Key Rollover for Windows and Mac- Blue Switch

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 should be wireless. 2. The product should be designed for gaming. 3. The product must be a keyboard. 4. Gaming keyboards often require features like RGB lighting, mechanical switches, and programmability.
Customer Desire: Customer desires: 1. Power (control of will) - to optimize gaming performance. 2. Social status (social significance) - owning a high-performance gaming peripheral. 3. Curiosity (gain knowledge) - understanding technical specifications. 4. Order (prepared environment) - a reliable, organized setup for gaming.
Customer Intention: Customer intends: 1. Verify wireless functionality (Bluetooth 5.1). 2. Confirm gaming-specific features (RGB, mechanical switches). 3. Compare product specs to query requirements. 4. Ensure compatibility with gaming needs (dedicated arrow keys, N-key rollover).


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: macbook air case star
Product: LuvCase Laptop Case Compatible with MacBook Air 13 Inch (2010-2017) A1466/A1369 (No Touch ID) Rubberized Plastic Hard Shell Cover (Shooting Stars)

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 case for MacBook Air. (2) The product has a 'star' design element (Shooting Stars). (3) The product is compatible only with MacBook Air 13-inch models from 2010-2017. (4) The product is a hard shell cover made of rubberized plastic.
Customer Desire: Customer desires: (1) Order (need for a case that matches their MacBook Air model and design preference). (2) Idealism (need for a product that aligns with their aesthetic preference for a 'star' theme). (3) Social status (need for a product that reflects personal style). (4) Curiosity (need to confirm compatibility and design accuracy).
Customer Intention: Customer intends: (1) Verify compatibility with their MacBook Air model. (2) Confirm the 'star' design matches their expectations. (3) Assess whether the product fully satisfies the query specifications. (4) Compare alternatives if the product partially fulfills the query.


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: shorts pajama romper women
Product: Women 's Overall Sexy Deep V Neck Romper Bodycon Casual Long Sleeve Leopard Yes Daddy Pajama Sleepwear Clubwear (G, 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 a pajama romper for women; (2) the product has a 'deep V neck' and 'leopard' design, which may not align with traditional pajama aesthetics; (3) the product includes 'long sleeves,' conflicting with the query's 'shorts' specification; (4) the product is labeled as 'Clubwear,' suggesting dual-purpose use beyond sleepwear.
Customer Desire: Customer desires: (1) **Order** (need for prepared, conventional sleepwear); (2) **Tranquility** (need for comfortable, functional sleepwear); (3) **Social Acceptance** (need for pajamas that align with social norms); (4) **Social Status** (implicit desire for stylish sleepwear).
Customer Intention: Customer intends: (1) to confirm if the product matches the 'shorts' length requirement; (2) to assess whether the 'Clubwear' label compromises its suitability as sleepwear; (3) to determine if the design aligns with pajama functionality; (4) to evaluate if the product can substitute for a traditional pajama romper.


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: goggles for virus protection fog free
Product: Wunsche Protective Safety Goggles, Transparent Anti Droplet Safety Goggles Eye Protector UV400 Protection for Men Women Personal Protective Equipment, 1 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: 1. Customer believes goggles for virus protection must prevent droplet transmission. (B1) 2. Customer believes fog-free design is essential for clear vision during use. (B2) 3. Customer believes the product title does not explicitly mention 'fog-free' features. (B3) 4. Customer believes UV400 protection (mentioned in the product) is unrelated to virus protection. (B4)
Customer Desire: 1. Customer desires Tranquility (D1: safety/security via virus protection). 2. Customer desires Order (D2: product specifications matching query requirements). 3. Customer desires Curiosity (D3: clarity about product features). 4. Customer desires Physical Activity (D4: functional eyewear for prolonged use).
Customer Intention: 1. Customer intends to confirm if the product meets both virus protection and fog-free requirements. (I1) 2. Customer intends to verify if 'Anti Droplet' in the product title aligns with virus protection. (I2) 3. Customer intends to compare the product with alternatives that explicitly mention fog-free features. (I3) 4. Customer intends to assess if UV400 protection is a relevant substitute for virus protection. (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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: casual simple dresses for women
Product: Amazon Essentials Women's Solid Surplice Dress, Black, 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. (Belief) Customer believes the product is a dress designed for women. 2. (Belief) Customer believes 'casual' implies comfort and simplicity in design. 3. (Belief) Customer believes 'simple' refers to minimalistic patterns or solid colors. 4. (Belief) Customer may perceive the surplice neckline as slightly more stylish than 'simple'.
Customer Desire: 1. (Desire) Customer desires a dress that prioritizes comfort (Tranquility). 2. (Desire) Customer desires a versatile, easy-to-wear design (Order). 3. (Desire) Customer desires a neutral or understated aesthetic (Social Status). 4. (Desire) Customer desires practicality for everyday use (Independence).
Customer Intention: 1. (Intention) Customer intends to find a dress that is easy to pair with accessories. 2. (Intention) Customer intends to select a dress suitable for casual outings. 3. (Intention) Customer intends to prioritize comfort over formal styling. 4. (Intention) Customer intends to avoid overly elaborate 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: kaweco sketch up pencil
Product: Kaweco Classic mechanical pencil 0.7 mm HB I lead pencil made of plastic in octagonal eight-sided design I mechanical pencil 11 cm I refillable mechanical pencil (green)

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 the product is a mechanical pencil from the Kaweco brand. 2. (Belief) Customer believes 'Sketch Up' refers to a specific model or design feature. 3. (Belief) Customer believes the octagonal design mentioned in the product title might align with the 'Sketch Up' query. 4. (Belief) Customer believes the product's specifications (e.g., 0.7 mm HB lead, refillable) are critical to fulfilling the query.
Customer Desire: 1. (Desire) Customer desires a product that matches the exact model name 'Sketch Up' (Curiosity: need to confirm accuracy). 2. (Desire) Customer desires a reliable and functional drawing/writing tool (Tranquility: need for security in product performance). 3. (Desire) Customer desires a product with a specific design (e.g., octagonal shape) that aligns with their preferences (Order: need for a prepared, conventional design). 4. (Desire) Customer desires brand authenticity and compatibility with Kaweco products (Honor: need to adhere to brand loyalty).
Customer Intention: 1. (Intention) Customer intends to verify if the product is the exact 'Sketch Up' model. 2. (Intention) Customer intends to assess whether the product’s specifications (e.g., 0.7 mm lead) meet their needs. 3. (Intention) Customer intends to confirm if the octagonal design matches the 'Sketch Up' description. 4. (Intention) Customer intends to determine if the product can function as a substitute if it lacks the 'Sketch Up' label.


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: the ring 2
Product: Kickboxer

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 Ring 2' refers to a horror movie sequel. (2) 'Kickboxer' is an action/martial arts film unrelated to horror. (3) The query may involve a typo or misremembered title. (4) The product title does not match the query's implied genre or content.
Customer Desire: Customer desires: (1) Curiosity (to find the correct product matching their search). (2) Order (to ensure accurate search results). (3) Social status (to avoid purchasing an irrelevant product). (4) Tranquility (to feel confident in their choice).
Customer Intention: Customer intends: (1) Confirm if 'Kickboxer' is related to 'The Ring 2'. (2) Seek alternatives if the product is irrelevant. (3) Verify product details to resolve ambiguity. (4) Conclude the product is unrelated to their query.


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: bottle wine
Product: Oster Cordless Electric Wine Bottle Opener with Foil Cutter, FFP - FPSTBW8207-S-AMZ, Silver, One

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 'bottle wine' refers to a bottled wine product. 2. Customer believes the product is a tool for opening wine bottles. 3. Customer believes the product is a wine-related accessory. 4. Customer believes the product does not contain wine itself.
Customer Desire: 1. Customer desires a tool to efficiently open wine bottles (Order: need for prepared environments). 2. Customer desires convenience in accessing wine (Power: control over the process). 3. Customer desires to maintain social rituals involving wine (Social contact: relationships during gatherings). 4. Customer desires to avoid frustration when opening wine (Tranquility: security in functionality).
Customer Intention: 1. Customer intends to purchase a wine-opening tool. 2. Customer intends to use the product alongside a wine bottle. 3. Customer intends to enhance their wine-serving experience. 4. Customer intends to seek complementary products (e.g., wine itself).


assistant

Answer: C: The product does not fulfill the query, but could be used in combination with a product exactly matching 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: korea hats for women
Product: PATCHTOWN US Army - Korean War Veteran Hat/Ballcap Adjustable One Size Fits Most (Multiple Colors & Styles) (Black, Add American Flag)

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) 'Korea hats' refers to hats related to Korean culture or style. (2) The product is intended for women. (3) The product may represent Korean fashion trends. (4) The product's color and adjustability might meet practical needs.
Customer Desire: Customer desires: (1) **Social status** (to wear culturally relevant accessories). (2) **Curiosity** (to explore Korean-themed products). (3) **Saving** (to purchase a functional, versatile hat). (4) **Idealism** (to support cultural representation).
Customer Intention: Customer intends: (1) To find a hat that aligns with Korean aesthetics. (2) To compare the product with other Korean-style hats. (3) To verify if the product matches the 'for women' specification. (4) To seek alternatives if the product fails to meet expectations.


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.