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: rage crossbow x 125 grain broadhead
Product: RAGE Chisel Tip 2 Blade Broadhead, 100 Grain with Shock Collar Technology - 3 Pack, Red, Model:65100

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 RAGE broadhead, matching the brand in the query. (2) The product has a 100-grain weight, which differs from the 125-grain specification in the query. (3) The product includes Shock Collar Technology, which may align with functional expectations. (4) The model number (65100) does not explicitly match the query’s 'x 125 grain' phrasing.
Customer Desire: Customer desires: (1) **Power** (control over selecting a product that meets exact specifications). (2) **Order** (preference for products that strictly adhere to stated requirements like grain weight). (3) **Independence** (self-reliance in choosing a product that fulfills their needs). (4) **Curiosity** (to confirm whether the grain difference impacts performance).
Customer Intention: Customer intends: (1) To verify if the 100-grain weight is acceptable despite the query specifying 125 grain. (2) To seek alternative RAGE broadheads with 125-grain weight. (3) To consider this product as a functional substitute if grain weight flexibility exists. (4) To evaluate other features (e.g., Shock Collar Technology) as compensating factors.


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 assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: butter dish with lid
Product: Butter Dish with Lid For Countertop - Modern Bamboo Dark Grey Butter Crock - Dishwasher Safe Butter Keeper - Perfectly Sized Butter Holder Container For Large European Style Butter such as Kerrygold

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 butter dish with a lid; (2) the product is made of bamboo and has a modern design; (3) the product is dishwasher-safe; (4) the product is sized to accommodate large European-style butter like Kerrygold.
Customer Desire: Customer desires: (1) Order (need for a functional, organized storage solution for butter); (2) Curiosity (need to confirm product specifications match their requirements); (3) Eating (need to preserve butter for consumption); (4) Independence (need for a self-reliant solution to keep butter fresh).
Customer Intention: Customer intends: (1) To purchase the product if it fully matches the query specifications; (2) To compare the product’s features with their requirements; (3) To verify compatibility with their butter size; (4) To prioritize dishwasher safety and material quality.


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: the gospel road johnny cash
Product: The Greatest: Gospel Songs

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 Gospel Road' is a specific album or work by Johnny Cash. 2) Johnny Cash is associated with gospel music. 3) 'The Greatest: Gospel Songs' is a compilation of gospel music, potentially including multiple artists. 4) The product title does not explicitly mention Johnny Cash, creating uncertainty about its direct relevance.
Customer Desire: Customer desires: 1) Curiosity (to gain knowledge about whether the product includes Johnny Cash's gospel work). 2) Order (to find a prepared, established collection matching their interest). 3) Honor (to align with Johnny Cash's legacy and values through his gospel music). 4) Social status (to own a product that reflects their appreciation for authentic gospel music).
Customer Intention: Customer intends: 1) Verify if Johnny Cash's 'The Gospel Road' is included in the product. 2) Check the product’s tracklist or description for Johnny Cash’s involvement. 3) Compare the product’s scope with their specific query. 4) Seek alternative products explicitly featuring Johnny Cash if this one lacks specificity.


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: lighter
Product: 12 Pack - VIP Home Essentials Fuel Included Handi Flame BBQ Grill Click Flame Lighter Refillable Butane Gas Candle Fireplace Kitchen Stove Wind Resitent Long Stem

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 lighter is needed for igniting BBQ grills, candles, fireplaces, or stoves. (2) The product must include fuel and be refillable. (3) Wind resistance and a long stem are important features. (4) A multi-pack offers better value.
Customer Desire: Customer desires: (1) **Order** (need for a prepared, reliable tool for ignition). (2) **Saving** (need to accumulate a cost-effective multi-pack). (3) **Tranquility** (need for safety via wind resistance and long stem). (4) **Curiosity** (need to verify product specifications match requirements).
Customer Intention: Customer intends: (1) Purchase a reliable lighter for BBQ/candle/stove use. (2) Ensure the product includes fuel and is refillable. (3) Prioritize wind resistance and long stem for safety. (4) Opt for a multi-pack to save costs.


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: I would want a light weight protable laptop with a graphics card and alot of memory
Product: SAMSUNG XE350XBA-K01US Chromebook 4 + Chrome OS 15.6" Full HD Intel Celeron Processor N4000 4GB RAM 32Gb Emmc Gigabit Wi-Fi, Silver

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) lightweight and portable laptops are easier to carry; (2) a dedicated graphics card is necessary for performance-intensive tasks; (3) 'a lot of memory' refers to both RAM and storage capacity; (4) Chrome OS may not support software requiring high-end hardware.
Customer Desire: Customer desires: (Desire 10: Power - control over performance for tasks like gaming/design; Desire 8: Order - reliable system for seamless use; Desire 2: Curiosity - ability to run knowledge-based applications; Desire 13: Social Contact - device compatibility for collaboration).
Customer Intention: Customer intends: (1) prioritize laptops with dedicated GPUs; (2) seek devices with ≥8GB RAM and larger storage; (3) avoid Chrome OS due to software limitations; (4) reject products lacking critical specs.


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: (8 pack) for not samsung galaxy a71 5g case
Product: Bnuoda Galaxy A71 5G Case, Heavy Duty Shockproof Cover Full-Body Armor Protective Defender Case for Samsung Galaxy A71 5G US Version NOT Compatible with The UW Version and International Version

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 an 8-pack. 2. Customer believes the product is explicitly incompatible with UW/International versions of the Samsung Galaxy A71 5G. 3. Customer believes the product title specifies compatibility with the US version of the Samsung Galaxy A71 5G. 4. Customer believes the query requires a multi-pack (8 units).
Customer Desire: 1. Customer desires **Order** (need for clarity and adherence to specifications). 2. Customer desires **Saving** (need to purchase in bulk for cost efficiency). 3. Customer desires **Independence** (need to avoid confusion about compatibility). 4. Customer desires **Tranquility** (need for security that the product matches their device).
Customer Intention: 1. Customer intends to confirm the product is an 8-pack. 2. Customer intends to verify compatibility with their specific device version. 3. Customer intends to ensure the product meets all stated requirements. 4. Customer intends to avoid purchasing incompatible or insufficient quantities.


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: electric mountain bike adult
Product: ANCHEER Electric Bike, 48V 350W 27.5" Sandy Mountain Snow Electric Bike with Removable 48V 9.6/10Ah Battery and 21 Speed Gears

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 an electric mountain bike for adults should have sufficient power (e.g., motor wattage) for off-road use. 2. Customer believes the bike must be designed for mountain terrain (e.g., sturdy tires, suspension). 3. Customer believes the product title should explicitly mention 'mountain bike' to confirm suitability. 4. Customer believes battery capacity (e.g., 48V 9.6/10Ah) and removable features are important for convenience.
Customer Desire: 1. Customer desires physical activity (Desire 9) through mountain biking. 2. Customer desires independence (Desire 7) via reliable transportation. 3. Customer desires social status (Desire 14) by owning a high-quality bike. 4. Customer desires power (Desire 10) through a robust motor (e.g., 350W).
Customer Intention: 1. Customer intends to verify if the product matches the 'electric mountain bike' category. 2. Customer intends to assess if the motor power (350W) meets off-road requirements. 3. Customer intends to confirm the bike’s suitability for adult use (e.g., size, durability). 4. Customer intends to evaluate battery specifications for practicality.


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: ratrod parts
Product: Pirate Mfg Street Rod 4" Stainless Steel Universal PEEP Mirror L OR R Door Edge Chrome Pair

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) Ratrod parts require specific style/aesthetic (e.g., rugged, vintage, or custom look). (2) Universal compatibility is important for ratrod customization. (3) Stainless steel and chrome finishes are desirable for durability and visual appeal. (4) Mirrors are essential safety/functional components for ratrods.
Customer Desire: Customer desires: (1) Independence (need to customize their ratrod uniquely). (2) Honor (adherence to ratrod subculture values like rugged aesthetics). (3) Order (need for parts that fit established ratrod standards). (4) Saving (accumulating functional parts efficiently).
Customer Intention: Customer intends: (1) Find parts explicitly labeled for ratrods. (2) Prioritize universal-fit components. (3) Select durable materials (e.g., stainless steel). (4) Choose parts with a visually striking finish (e.g., chrome).


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 assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: shoe odor sticks
Product: DonJoy Arch Rival Orthotic Inserts, 1 Pair, Size C (Shoe Size: Men's 7.5-9 / Women's 8.5-10)

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: Customer believes: 1) Shoe odor sticks are used to eliminate or prevent odor in shoes. 2) Orthotic inserts like DonJoy Arch Rival are primarily designed for arch support or foot alignment. 3) Odor control is not explicitly mentioned in the product title or description. 4) Odor sticks and orthotic inserts serve different primary functions (odor prevention vs. structural support).
Customer Desire: Customer desires: 1) Tranquility (need to eliminate discomfort caused by shoe odor). 2) Order (need to maintain hygiene and cleanliness in shoes). 3) Curiosity (need to confirm if the product effectively addresses odor). 4) Social status (need to avoid embarrassment from smelly shoes).
Customer Intention: Customer intends: 1) To find a product that directly targets shoe odor. 2) To verify odor-neutralizing features in product specifications. 3) To avoid purchasing products unrelated to odor control. 4) To use orthotic inserts alongside dedicated odor-control products.


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

Query: ipad 6th generation
Product: Apple iPad Air (10.5-inch, Wi-Fi, 64GB) - Space Gray (3rd Generation)

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 'iPad 6th generation' refers to a specific model. 2. Customer believes the product title mentions 'iPad Air (3rd Generation)', not 'iPad 6th generation'. 3. Customer believes the iPad 6th generation and iPad Air 3rd generation are distinct product lines. 4. Customer believes the product may share some features (e.g., screen size, storage) with the 6th generation iPad.
Customer Desire: 1. Customer desires **Order** (need for precise alignment with specifications). 2. Customer desires **Curiosity** (need to confirm technical accuracy). 3. Customer desires **Tranquility** (need to avoid purchasing an incorrect product). 4. Customer desires **Social Status** (need to own the exact queried model for perceived value).
Customer Intention: 1. Customer intends to verify if the product matches the '6th generation' label. 2. Customer intends to compare specifications between the iPad 6th generation and iPad Air 3rd generation. 3. Customer intends to assess if the iPad Air 3rd generation can functionally substitute the 6th generation. 4. Customer intends to seek alternatives if the product does not match.


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.