JackyChunKit/Qwen3_SFT_Post huggingface dataset:
Task: Multiclass_Product_Classification


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


user
Instruction: Analyze the query and product title to determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: baby girl 1st birthday outfit
Product: Baby Girls 1st Birthday Outfit Glitter One Romper Balls Skirt Crown Headband (Hot Pink, 12-18Months)

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 specifically designed for a baby girl's 1st birthday. 2) The product should be age-appropriate (12-18 months). 3) The outfit must include festive elements (e.g., glitter, crown) for a celebratory occasion. 4) The color (Hot Pink) aligns with traditional gender-specific preferences.
Customer Desire: Customer desires: 1) Family (Desire 4: to ensure their child looks special for a milestone event). 2) Social status (Desire 14: to showcase the child’s appearance at a social event). 3) Order (Desire 8: to meet the exact specifications of the query for convenience). 4) Saving (Desire 12: to avoid purchasing multiple items by getting a complete set).
Customer Intention: Customer intends: 1) To confirm the product matches the exact occasion (1st birthday). 2) To verify the size (12-18 months) and gender-specific design. 3) To ensure the outfit includes celebratory accessories (crown, headband). 4) To check if the color (Hot Pink) meets 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: tous jewelry for women
Product: TOUS Puppies - Earrings with Bear in Sterling Silver and Pearls, Push Back Closure - Pearls: 0.6 cm, Bear: 1 cm

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) TOUS is a trusted brand for women's jewelry. (2) The product should be jewelry explicitly designed for women. (3) The product title includes 'TOUS,' aligning with the brand they seek. (4) The bear and puppy design might not align with their expectation of generic 'jewelry for women.'
Customer Desire: Customer desires: (1) Social status (Desire 14) - to own jewelry that reflects prestige. (2) Order (Desire 8) - to find a product that matches their exact expectations (brand, type, target audience). (3) Curiosity (Desire 2) - to explore TOUS jewelry options. (4) Independence (Desire 7) - to make a confident purchase decision.
Customer Intention: Customer intends: (1) Purchase the product if it fully matches the query. (2) Seek alternatives if the design (bear/puppies) deviates from their vision. (3) Consider the product as a substitute if core criteria (brand, jewelry type) are met. (4) Reject the product if irrelevant 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: 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: huge patches for jackets
Product: BFY Tiger Patch Gold Embroidered Applique Patch Applique Tiger Iron On Patch Better Than Rose Embroidery for DIY (Gold Tiger)

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 patch for jackets, (2) 'huge' refers to size, (3) the product's tiger design may not align with their aesthetic preference, (4) the product lacks explicit size specifications.
Customer Desire: Customer desires: (1) Order (need for prepared, functional patches matching query specifications), (2) Social Status (need for visually striking patches to enhance jacket appearance), (3) Idealism (need for a design that aligns with personal taste), (4) Independence (need to customize jackets uniquely).
Customer Intention: Customer intends: (1) verify if the patch size matches 'huge', (2) assess if the tiger design meets their style, (3) confirm the iron-on method suits their DIY needs, (4) compare the product with alternatives for relevance.


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: 1.50 mens xl reading glasses without nose piece
Product: Gamma Ray Reading Glasses - 4 Pairs for Men and Women Reader Sunglasses - 1.50

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 has the correct lens strength (1.50). 2. Customer believes the product is marketed for men (as 'for Men and Women' is mentioned). 3. Customer believes the product lacks a nose piece (since it is not explicitly mentioned). 4. Customer believes 'Reader Sunglasses' implies dual functionality (reading + sun protection), which may not align with their need for standard reading glasses.
Customer Desire: 1. Customer desires **Order (desire 8)** to ensure the product strictly matches their specifications (e.g., lens strength, size, absence of nose piece). 2. Customer desires **Curiosity (desire 2)** to confirm if the product meets all explicit requirements. 3. Customer desires **Independence (desire 7)** to make a self-reliant purchase decision without ambiguity. 4. Customer desires **Tranquility (desire 15)** to feel secure that the product will function as intended.
Customer Intention: 1. Customer intends to verify if the product explicitly states 'XL' size. 2. Customer intends to confirm the absence of a nose piece. 3. Customer intends to ensure the lens strength (1.50) is accurate. 4. Customer intends to assess whether the 'sunglasses' feature conflicts with their need for standard reading glasses.


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: straight edge razor
Product: Utopia Care Professional Barber Straight Edge Razor Safety with 100-Pack Derby Blades - 100 Percent Stainless Steel (Black)

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 straight edge razor, (2) the product includes safety features, (3) the product is made of durable stainless steel, (4) the product comes with 100 blades for long-term use.
Customer Desire: Customer desires: (1) Curiosity (to confirm the product matches the query's specifications), (2) Independence (to use a precise, self-reliant tool), (3) Tranquility (to ensure safety and reliability), (4) Order (to have a prepared, functional solution).
Customer Intention: Customer intends: (1) verify if the product is a true straight edge razor, (2) assess if the safety features align with their needs, (3) confirm the product’s durability and blade compatibility, (4) determine if it serves as a functional substitute.


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: boomwhackers c major pentatonic scale set
Product: Boomwhackers 5-Note Bass Chromatic Set (Lower Octave) Boomwhackers Tuned Percussion Tubes

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 match the C major pentatonic scale. (2) The product title specifies 'Bass Chromatic Set,' which may not align with the pentatonic scale. (3) Chromatic and pentatonic scales are distinct. (4) The 'Lower Octave' designation may not meet their octave requirements.
Customer Desire: Customer desires: (1) Curiosity (to acquire accurate knowledge about the product’s compatibility). (2) Order (to ensure the product matches their structured musical needs). (3) Independence (to avoid relying on substitutes). (4) Idealism (to achieve their musical goals with precision).
Customer Intention: Customer intends: (1) Confirm if the product matches the C major pentatonic scale. (2) Verify the absence of pentatonic labeling. (3) Determine if the chromatic set can substitute. (4) Conclude irrelevance due to mismatched specifications.


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: powerhouse gym t shirt
Product: T Shirt Jerks - Lifting Things - Funny Gym T Shirt, Bodybuilding T Shirt, Gym Shirt, Parody Shirt(White, Small)

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) 'powerhouse gym' refers to a specific brand or gym-related theme. (2) The product title does not explicitly mention 'powerhouse gym'. (3) The product is a humorous parody shirt targeting gym enthusiasts. (4) The product includes keywords like 'gym t shirt' and 'bodybuilding t shirt'.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to align with a specific gym brand/community. (2) Order (Desire 8) - to find a product matching the exact query specifications. (3) Curiosity (Desire 2) - to confirm if the product meets their expectations. (4) Independence (Desire 7) - to avoid misleading or irrelevant products.
Customer Intention: Customer intends: (1) Verify if the product is affiliated with 'powerhouse gym'. (2) Compare the product’s design/purpose with their expectations. (3) Consider purchasing if humor/parody aligns with their preferences. (4) Reject the product if brand specificity is critical.


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: bed frame with headboard
Product: Classic Brands Mornington Upholstered Platform Bed | Headboard and Metal Frame with Wood Slat Support, Queen, Linen

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 includes a headboard. (Belief) 2. Customer believes the product has a bed frame. (Belief) 3. Customer believes the product combines metal and wood materials. (Belief) 4. Customer believes the product meets their size requirement (Queen). (Belief)
Customer Desire: 1. Customer desires a bed frame with a headboard to fulfill their need for **Order** (Reiss’s desire #8: prepared environment). (Desire) 2. Customer desires independence in selecting a product that matches their exact specifications (Reiss’s desire #7: self-reliance). (Desire) 3. Customer desires to save time by avoiding mismatched products (Reiss’s desire #12: accumulation of efficiency). (Desire) 4. Customer desires tranquility through a secure and stable bed structure (Reiss’s desire #15: security). (Desire)
Customer Intention: 1. Customer intends to verify if the product explicitly includes both a headboard and a bed frame. (Intention) 2. Customer intends to compare the product’s specifications with their requirements. (Intention) 3. Customer intends to purchase the product if it fully satisfies the query. (Intention) 4. Customer intends to check reviews or descriptions for confirmation. (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: multi device charging station
Product: Tlufei Upgraded Slim Vintage Laptop Backpack for Women ,Men for travel,college,School dayparks, Backpack with USB Charging Port Fashion Backpack Computer Bag Fits 15.6 inch Macbook(Grey)

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 a 'multi device charging station' should have multiple ports to charge several devices simultaneously. 2. (Belief) Customer believes the product’s single USB port limits its ability to charge multiple devices at once. 3. (Belief) Customer believes portability is important for a charging solution. 4. (Belief) Customer believes the product’s USB port requires an external power bank to function as a charging tool.
Customer Desire: 1. (Desire: Power) Customer desires a product that provides control over charging multiple devices efficiently. 2. (Desire: Order) Customer desires an organized and portable solution for charging needs. 3. (Desire: Independence) Customer desires a self-contained charging system without relying on additional accessories. 4. (Desire: Saving) Customer desires a product that fulfills both storage and charging needs to avoid purchasing separate items.
Customer Intention: 1. (Intention) Customer intends to verify if the product can charge multiple devices simultaneously. 2. (Intention) Customer intends to assess whether the product requires external components (e.g., power bank) to function as a charging station. 3. (Intention) Customer intends to compare the product’s charging capabilities with dedicated multi-port charging stations. 4. (Intention) Customer intends to determine if the product’s design (e.g., portability) compensates for its limited charging features.


assistant

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