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

Query: threaded
Product: DYWISHKEY 400 Pieces M2 M3 M4 M5 Female Thread Knurled Nuts Brass Threaded Insert Embedment Nuts Assortment Kit

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 contains threaded components. 2. Customer believes the product is designed for applications requiring threaded inserts. 3. Customer believes the assortment kit provides versatility for different thread sizes (M2-M5). 4. Customer believes the brass material ensures durability.
Customer Desire: 1. Customer desires to confirm the product matches their need for threaded hardware (Curiosity). 2. Customer desires a product that fulfills their requirement for organized, standardized components (Order). 3. Customer desires to accumulate a variety of threaded nuts for future use (Saving). 4. Customer desires control over their project’s success by ensuring compatibility (Power).
Customer Intention: 1. Customer intends to verify if the product specifications align with their threaded requirements. 2. Customer intends to check compatibility with their existing tools or projects. 3. Customer intends to assess the utility of the assortment for diverse applications. 4. Customer intends to confirm the material quality (brass) meets their durability 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 determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: fishing knife
Product: Calamus Fishing Fillet Knife And Bait Knives, German G4116 Stainless-Steel Blades with Corrosion Resistant Coating, Non-Slip Handles, Protective Nylon Sheath, Perfect For Fresh Or Saltwater.

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 fishing knife should have a sharp, durable blade for cutting fish; (2) corrosion resistance is important for saltwater fishing; (3) a non-slip handle ensures safety during use; (4) a protective sheath is necessary for storage and transport.
Customer Desire: Customer desires: (1) Curiosity (to confirm the product meets technical specifications like blade material and corrosion resistance); (2) Tranquility (to ensure safety and reliability during fishing); (3) Order (to have a purpose-built tool for fishing tasks); (4) Independence (to rely on a self-sufficient tool for fishing needs).
Customer Intention: Customer intends: (1) Verify if the product’s German G4116 stainless-steel blades and corrosion-resistant coating meet fishing requirements; (2) Assess if the non-slip handles and sheath enhance safety and usability; (3) Confirm the product’s suitability for both fresh and saltwater fishing; (4) Compare the product’s features with other fishing knives.


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: cotton candy chapstick
Product: ChapStick I Love Summer Collection Pink Lemonade, Peaches and Cream, and Sweet Watermelon Lip Balm Tubes Variety Pack, Lip Balm Variety Pack - 0.15 Oz Each (Pack of 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: Customer believes: (1) 'cotton candy chapstick' refers to a lip balm with a cotton candy flavor. (2) ChapStick is a brand that offers flavored lip balms. (3) The product title does not explicitly mention 'cotton candy' as a flavor. (4) The product includes flavors like 'Pink Lemonade' and 'Sweet Watermelon,' which are distinct from cotton candy.
Customer Desire: Customer desires: (1) **Order** (need for a product that matches the exact query specifications). (2) **Curiosity** (need to confirm if the product aligns with their flavor expectation). (3) **Acceptance** (need to feel satisfied with a product that meets their stated preference). (4) **Independence** (need to make a confident choice without ambiguity).
Customer Intention: Customer intends: (1) To verify if the product includes a cotton candy flavor. (2) To compare the listed flavors (Pink Lemonade, Peaches and Cream, Sweet Watermelon) with their desired cotton candy flavor. (3) To consider alternatives if the product does not match. (4) To conclude the product’s relevance based on flavor alignment.


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: sweater v back
Product: Asvivid Soft Criss Cross V Neck Knit Sweaters for Women Fall Trendy Open Back Women Sweater Solid Cozy Chunky Ovesized Pullover Tops M

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: Customer believes: (1) The product has a V-neck design. (Belief) (2) The product has an open back feature. (Belief) (3) The product is trendy and suitable for fall. (Belief) (4) The product is oversized and cozy. (Belief)
Customer Desire: Customer desires: (1) To find a sweater that matches the specific style of a V-neck and open back (Independence). (Desire) (2) To ensure the product aligns with current fashion trends (Social Status). (Desire) (3) To confirm the product meets exact specifications (Order). (Desire)
Customer Intention: Customer intends: (1) To verify if the product has both a V-neck and open back. (Intention) (2) To assess if the product’s design matches the query’s style requirements. (Intention) (3) To determine if the product is a precise match or a substitute. (Intention) (4) To evaluate the product’s relevance to their needs. (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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: womens 1 piece swimsuits plus size
Product: Yskkt Womens One Piece Plus Size Swimwear Swimsuits Sexy High Waisted Tummy Control Swim Bathing Monokini

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 swimsuit designed for women, (2) the swimsuit must be a one-piece style, (3) the product must be available in plus sizes, (4) features like tummy control or comfort are important.
Customer Desire: Customer desires: (1) Acceptance (to feel confident and appreciated in their appearance), (2) Order (to find a product that strictly matches their specifications), (3) Tranquility (to feel secure in the product’s fit and functionality), (4) Social status (to maintain confidence in social settings like beaches/pools).
Customer Intention: Customer intends: (1) to prioritize products that explicitly state 'plus size' and 'one piece', (2) to verify the product’s alignment with their size and style requirements, (3) to ensure the product includes functional features like tummy control, (4) to avoid products that deviate from their core 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: 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: roy clark cd greatest hits
Product: Absolutely the Best 1

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 music CD. 2. Customer believes 'Absolutely the Best 1' is a compilation album. 3. Customer believes the product may not explicitly mention 'Roy Clark' in the title. 4. Customer believes the product could be part of a generic 'best of' series.
Customer Desire: 1. Customer desires to find a CD containing Roy Clark's greatest hits (Curiosity: need to confirm accuracy). 2. Customer desires a product that matches the exact query specifications (Order: need for clarity). 3. Customer desires assurance that the product is legitimate and meets expectations (Tranquility: need for security). 4. Customer desires a compilation album to avoid purchasing multiple CDs (Saving: need to accumulate a complete collection).
Customer Intention: 1. Customer intends to verify if the product explicitly features Roy Clark. 2. Customer intends to confirm whether 'Absolutely the Best 1' is a 'greatest hits' compilation. 3. Customer intends to check if the product format matches a CD. 4. Customer intends to determine if the product is part of a reputable series.


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: sweaters aesthetic
Product: Minibee Women's Pan Collar Knitted Sweater Casual Pullover Sweatshirt Style1 Pink XL

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 'aesthetic' refers to visually appealing, stylish, or trendy sweater designs. 2. Customer believes the product's 'pink' color and 'knitted' material contribute to its aesthetic value. 3. Customer believes 'pan collar' and 'casual pullover' design elements may align with aesthetic preferences. 4. Customer believes the term 'sweatshirt' in the product title might conflict with a refined aesthetic.
Customer Desire: 1. Customer desires social status (Desire 14: need for social significance through fashionable clothing). 2. Customer desires curiosity (Desire 2: need to confirm if this product matches their aesthetic standards). 3. Customer desires idealism (Desire 6: need for visually harmonious design principles). 4. Customer desires order (Desire 8: need for cohesive style alignment).
Customer Intention: 1. Customer intends to verify if the pink color and knitted texture meet aesthetic expectations. 2. Customer intends to assess whether the pan collar design enhances visual appeal. 3. Customer intends to reconcile the 'sweatshirt' description with their perception of aesthetic sweaters. 4. Customer intends to compare this product against other aesthetic sweater references.


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: indash car stereo touch screen
Product: JVC KW-V25BT Double DIN in-Dash Bluetooth CD/DVD/AM/FM/Digital Media Car Stereo Receiver w/ 6.2" Touchscreen, Pandora, Spotify and iHeartRadio Control + HD Backup Camera

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 an in-dash car stereo; (2) the product includes a touchscreen; (3) the product meets the Double DIN size standard for in-dash installations; (4) the product includes additional features like a backup camera.
Customer Desire: Customer desires: (1) Order (need for a prepared, conventional car stereo setup); (2) Independence (need to select a self-reliant solution); (3) Curiosity (need to confirm product specifications match the query); (4) Social Status (need for a product that enhances perceived standing).
Customer Intention: Customer intends: (1) verify compatibility of the product with their vehicle; (2) confirm the touchscreen meets usability expectations; (3) assess if additional features (e.g., backup camera) add value; (4) compare the product with alternatives.


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: soup containers to go
Product: DaCool Insulated Lunch Container Hot Food Jar 16 oz Stainless Steel Vacuum Bento Lunch Box for Kids Adult with Spoon Leak Proof Hot Cold Food for School Office Picnic Travel Outdoors - Cyan Blue

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 portable container for soup; (2) the container must prevent leaks; (3) insulation is necessary to maintain temperature; (4) the product should be suitable for on-the-go use (e.g., travel, office).
Customer Desire: Customer desires: (1) Order (need for a prepared, leak-proof solution to avoid spills); (2) Tranquility (need for security that the container will protect food during transport); (3) Family (need to provide safe meals for kids/adults); (4) Independence (need for a self-reliable solution to carry meals).
Customer Intention: Customer intends: (1) Find a container explicitly designed for liquid/soup transport; (2) Prioritize leak-proof and insulated features; (3) Verify capacity (16 oz) for practicality; (4) Confirm suitability for adults/kids in diverse settings (school, travel).


assistant

Answer: A: The product is relevant to the query, and satisfies all the query specifications.