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: 1 per day bariatric multivitamin capsules without iron
Product: NATURELO Bariatric Multivitamin - One Daily with Iron - Supplement for Post Gastric Bypass Surgery Patients - Natural Whole Food Nutrition - 60 Veggie Capsules

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) They require a bariatric multivitamin without iron due to medical necessity (e.g., post-surgery iron sensitivity). 2) Iron-free formulations are critical for their health condition. 3) A daily capsule format is preferred for convenience. 4) Bariatric-specific vitamins are necessary to meet their nutritional needs after gastric bypass.
Customer Desire: Customer desires: 1) Tranquility (need to avoid health risks from iron intake). 2) Order (need for a product that strictly aligns with their prescribed regimen). 3) Independence (need to self-manage their health without complications). 4) Honor (need to adhere to medical advice).
Customer Intention: Customer intends: 1) To purchase a product that explicitly excludes iron. 2) To avoid products containing iron to prevent adverse effects. 3) To verify ingredient lists rigorously. 4) To seek alternatives if the product includes iron.


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: natural shaving cream
Product: MARLOWE. Shave Cream with Shea Butter & Coconut Oil No. 141 6 oz | Natural Shaving Better than Gel | Men and Women | Light Citrus Scent | Best for a Close Shave | Sensitive Skin Approved

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) Natural shaving creams are safer for sensitive skin. 2) Products labeled 'natural' contain fewer harsh chemicals. 3) Shea butter and coconut oil are natural ingredients. 4) A 'light citrus scent' indicates a mild, non-irritating formula.
Customer Desire: Customer desires: 1) Tranquility (need for skin protection and safety). 2) Idealism (preference for ethically aligned, natural products). 3) Order (reliance on established, trustworthy formulations). 4) Independence (self-reliance in selecting effective personal care products).
Customer Intention: Customer intends: 1) Purchase a shaving cream explicitly labeled 'natural'. 2) Ensure compatibility with sensitive skin. 3) Avoid synthetic additives. 4) Achieve a close shave without irritation.


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: new testaments bulk
Product: CSB The Invitation New Testament

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) they need a bulk quantity of New Testaments; (2) the product title includes 'New Testament'; (3) 'CSB The Invitation' may indicate a specific translation or edition; (4) the product does not explicitly mention 'bulk' in its title or description.
Customer Desire: Customer desires: (1) Saving (to accumulate multiple copies efficiently); (2) Order (to ensure prepared, standardized materials for distribution); (3) Honor (to align with religious/customary values by procuring religious texts); (4) Curiosity (to confirm if the product meets bulk requirements).
Customer Intention: Customer intends: (1) to purchase multiple copies of the New Testament; (2) to verify if the product is available in bulk quantities; (3) to compare this product with other bulk New Testament options; (4) to confirm the translation/edition (CSB) meets 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: 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: light bulb microwave for general electric
Product: 2pack - WB25X10019 20W Halogen Lamp Bulb 20W Replacement for GE Microwave

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) Their GE microwave requires a specific light bulb. (2) The product title includes 'GE Microwave,' indicating compatibility. (3) 'Halogen Lamp Bulb' is a type of light bulb used in microwaves. (4) The 20W specification matches their microwave's requirements.
Customer Desire: Customer desires: (1) Order (need for a prepared, compatible replacement part). (2) Tranquility (need for security that the bulb will function safely). (3) Curiosity (need to confirm technical compatibility). (4) Independence (need to self-resolve the issue without external help).
Customer Intention: Customer intends: (1) Verify the bulb is compatible with their GE microwave. (2) Ensure the 20W rating matches their microwave’s specifications. (3) Confirm the bulb type (halogen) aligns with their understanding of a 'light bulb.' (4) Purchase a functional replacement to avoid further inconvenience.


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: colleen coble rock harbor series
Product: Into the Deep: A Rock Harbor Novel (Rock Harbor Series Book 3)

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 query refers to a specific book series by Colleen Coble titled 'Rock Harbor'. 2. Customer believes the product title includes 'Rock Harbor Series Book 3', indicating it is part of the same series. 3. Customer believes the product may be the third installment in the series. 4. Customer believes the author (Colleen Coble) is critical to the query's relevance.
Customer Desire: 1. Customer desires **Curiosity (Desire 2)** - to gain knowledge about the Rock Harbor series. 2. Customer desires **Order (Desire 8)** - to obtain the correct, sequential installment of the series. 3. Customer desires **Social Contact (Desire 13)** - to engage with others about the series. 4. Customer desires **Saving (Desire 12)** - to collect the entire series.
Customer Intention: 1. Customer intends to purchase Book 3 of the Rock Harbor series. 2. Customer intends to confirm the product is part of the series. 3. Customer intends to complete their collection of the series. 4. Customer intends to verify the author's alignment 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: 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: pineapple sticker
Product: Pineapple Sticker Yellow Full Color Die Cut Car Truck Laptop Cup Window Bumper Custom Printed Colorful Vinyl Decal Graphic

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 pineapple sticker. (Belief) 2. Customer believes the product is customizable (e.g., 'Custom Printed'). (Belief) 3. Customer believes the product is multi-functional (suitable for car, laptop, cup, etc.). (Belief) 4. Customer believes the product is durable and colorful ('Vinyl Decal Graphic'). (Belief)
Customer Desire: 1. Customer desires a pineapple sticker that matches their exact specifications (Order - desire 8). (Desire) 2. Customer desires a product that fulfills practical and aesthetic needs (Physical Activity - desire 9, if applying stickers is an activity; Social Status - desire 14, if using it for display). (Desire)
Customer Intention: 1. Customer intends to purchase a pineapple sticker that aligns with their query. (Intention) 2. Customer intends to verify if customization options meet their needs. (Intention) 3. Customer intends to use the sticker for a specific purpose (e.g., car, laptop). (Intention) 4. Customer intends to compare alternatives if the product lacks key features. (Intention)


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: air conditioner portable for room small
Product: Portable Electric Air Conditioner Unit2-1 Air Cooler & Tower Fan with 3 Speeds/Modes,12H Timer,with remote and 2 Ice Packs,7L Large Water Tank for Home,Office,Kitchen 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: 1. Customer believes a portable air conditioner is needed for cooling a small room. 2. Customer believes the product's portability is essential for easy relocation. 3. Customer believes the product should specifically function as an air conditioner (with refrigerant-based cooling). 4. Customer believes small rooms require compact and efficient cooling solutions.
Customer Desire: 1. Customer desires **Physical Activity** (need for a functional cooling device). 2. Customer desires **Order** (need for a product matching precise specifications). 3. Customer desires **Independence** (need for a self-sufficient cooling unit). 4. Customer desires **Tranquility** (need for a comfortable, cool environment).
Customer Intention: 1. Customer intends to identify if the product is a true air conditioner. 2. Customer intends to verify if the product’s cooling capacity suits small rooms. 3. Customer intends to assess portability and ease of use. 4. Customer intends to determine if additional equipment (e.g., ice packs) compromises convenience.


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: no sulfate keratin shampoo
Product: Moroccan Argan Oil Shampoo SLS Free Sulfate Free, for Damaged, Dry, Curly or Frizzy Hair - Thickening for Fine / Thin Hair, Good for Color and Keratin Treated Hair

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. Sulfates are harmful to keratin-treated hair. 2. Sulfate-free shampoos preserve keratin treatment longevity. 3. Products labeled 'SLS/sulfate-free' are safer for color/keratin-treated hair. 4. Keratin-specific shampoos provide better hair repair.
Customer Desire: Customer desires: 1. Independence (to choose a product aligning with their hair care standards). 2. Order (to maintain a prepared hair care routine). 3. Tranquility (to ensure hair safety and protection). 4. Social status (to use a premium product for perceived quality).
Customer Intention: Customer intends: 1. Identify sulfate-free shampoos explicitly. 2. Confirm compatibility with keratin-treated hair. 3. Avoid ingredients that strip keratin/color. 4. Prioritize products with additional benefits (e.g., argan oil for hydration).


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: xl gift bags for christmas presents
Product: Hallmark 56" Jumbo Christmas Gift Bag (Red with White Snowflakes) for Kitchen Appliances, Carry-on Luggage, Large Toys and Stuffed Animals

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) They need XL-sized gift bags for Christmas presents. 2) Christmas-themed designs (e.g., red with snowflakes) are important. 3) The product must accommodate large items like toys or appliances. 4) The bag’s size and festive appearance directly impact its suitability for their needs.
Customer Desire: Customer desires: 1) Order (need for a product that meets the explicit size requirement 'XL'). 2) Honor (need for a product aligned with Christmas traditions and aesthetics). 3) Tranquility (need for reliability in securely packaging gifts). 4) Social status (need for a visually appealing bag to enhance gifting presentation).
Customer Intention: Customer intends: 1) Confirm the product’s dimensions match 'XL' specifications. 2) Verify the design is explicitly Christmas-themed. 3) Ensure the bag’s capacity suits large gifts. 4) Check if the product’s description aligns with general Christmas gifting (not just niche uses like luggage).


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: 1 1/4 sink drain without overflow
Product: ESFORT Pop Up Sink Drain Without Overflow, Bathroom Sink Pop Up Assembly Vessel Sink Drain, Brushed Gold

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 labeled 'Without Overflow', matching the query requirement. 2. Customer believes the product does not explicitly mention '1 1/4' size in the title. 3. Customer believes the product is designed for bathroom/vessel sinks, which may align with their sink type. 4. Customer believes the brushed gold finish is an aesthetic detail not specified in the query.
Customer Desire: 1. **Order** (Desire 8): Customer desires a product that strictly matches the exact specifications (1 1/4 size, no overflow). 2. **Curiosity** (Desire 2): Customer desires clarity on whether the product’s unmentioned size matches their requirement. 3. **Independence** (Desire 7): Customer desires to make a confident, self-reliant purchase decision. 4. **Tranquility** (Desire 15): Customer desires assurance the product will function securely without leaks.
Customer Intention: 1. Customer intends to verify the drain’s size (1 1/4 inches). 2. Customer intends to confirm compatibility with their sink type. 3. Customer intends to compare the product with others that explicitly mention size. 4. Customer intends to check secondary product details (e.g., product description) for missing specifications.


assistant

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