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: knee high socks for women
Product: 12 Pairs Women Knee High Socks 196012

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 designed for women, (2) the socks are knee-high in length, (3) the product includes multiple pairs (12 pairs), (4) the product code 196012 may indicate a specific variant or design.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to wear stylish and socially acceptable clothing. (2) Saving (Desire 12) - to acquire multiple pairs for cost efficiency. (3) Order (Desire 8) - to maintain a prepared wardrobe. (4) Independence (Desire 7) - to select a product that aligns with personal preferences.
Customer Intention: Customer intends: (1) to purchase knee-high socks that match the specified length. (2) to buy a bulk quantity (12 pairs) for convenience. (3) to ensure the product is explicitly for women. (4) to verify the product variant (196012) 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 determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: iphone 7 charger for broken charging
Product: Lightning Cable,(3Pack 6Ft) iPhone Charger Cable 6 Foot,Cabepow 6 Feet Fast Charging USB Cord Compatible with for iPhone 12/11/Pro/X/Xs Max/XR/8 Plus /7 Plus/6s/ iPad and More-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) their current iPhone 7 charger is broken and needs replacement; (2) the product must be explicitly compatible with iPhone 7; (3) third-party chargers may work but require verification; (4) durability is critical to avoid future breakage.
Customer Desire: Customer desires: (1) Order (need for a functional, compatible replacement); (2) Saving (3-pack offers cost efficiency); (3) Tranquility (reliable charging to avoid safety risks); (4) Social status (preference for Apple-certified products).
Customer Intention: Customer intends: (1) find a charger explicitly compatible with iPhone 7; (2) ensure durability to prevent recurring breakage; (3) prioritize cost-effective solutions (e.g., multi-pack); (4) verify product reliability.


assistant

Answer: C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
Task: Multiclass_Product_Classification


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


user
Instruction: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: fishing weights
Product: Stellar Coin Sinker Fishing Weights, Fishing Sinkers for Saltwater Freshwater Fishing Gear Tackle (2 Ounce, 3 Pack)

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

Customer Belief: 1. Customer believes the product is specifically designed as fishing weights. 2. Customer believes the product's specifications (2 Ounce, 3 Pack) match common fishing weight requirements. 3. Customer believes 'sinkers' are a type of fishing weight. 4. Customer believes saltwater/freshwater compatibility is a standard feature for fishing weights.
Customer Desire: 1. Customer desires to acquire functional fishing weights (Saving - need to accumulate gear). 2. Customer desires a product that aligns with their precise requirements (Order - need for prepared environments). 3. Customer desires confirmation that the product meets their fishing needs (Curiosity - need to gain knowledge). 4. Customer desires control over their fishing setup (Power - need for control of will).
Customer Intention: 1. Customer intends to verify if the product matches the query 'fishing weights.' 2. Customer intends to confirm the product’s weight (2 Ounce) and quantity (3 Pack). 3. Customer intends to assess compatibility with saltwater and freshwater. 4. Customer intends to determine if 'sinkers' are a valid substitute for generic 'fishing weights.'


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: internet tech t shirt
Product: Internet Of Things Iot Ai Ml Tech T-shirt Gift Idea Classic Mug - The Funny Coffee Mugs For Halloween, Holiday, Christmas Party Decoration 11 Ounce White Atistar.

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 title mentions 'T-shirt' but the actual product is a mug. (2) The product includes tech-related terms (IoT, AI, ML) that partially align with the query. (3) The product is marketed as a gift item for tech enthusiasts. (4) The title is confusing due to combining 'T-shirt' and 'Mug' in the same description.
Customer Desire: Customer desires: (1) Order (need for clarity and accurate product alignment with the query). (2) Curiosity (need to confirm if the product matches their expectations). (3) Independence (need to make an informed decision without ambiguity). (4) Social status (need to acquire a product that reflects their tech-oriented identity).
Customer Intention: Customer intends: (1) Verify whether the product is a T-shirt or a mug. (2) Assess if the tech-themed design compensates for the mismatch. (3) Determine if the product can functionally substitute a T-shirt. (4) Seek alternative products that strictly match the query.


assistant

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


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


user
Instruction: 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: miralax unflavored grit free laxative powder
Product: Kirkland Signature - LaxaClear, 100 Daily Doses, 59.8 Ounce (Compare to MiraLax)

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 Miralax is a specific product with unflavored and grit-free attributes. 2. Customer believes Kirkland Signature LaxaClear is marketed as comparable to MiraLax. 3. Customer believes the product title does not explicitly mention 'unflavored' or 'grit-free.' 4. Customer believes the product’s form (powder) and purpose (laxative) align with the query.
Customer Desire: 1. Customer desires an effective laxative (Power: control over health). 2. Customer desires a product that matches specific sensory preferences (Order: prepared/conventional solution). 3. Customer desires cost-effectiveness (Saving: value for quantity). 4. Customer desires trust in brand reliability (Social Status: reputable brands).
Customer Intention: 1. Customer intends to confirm if the product matches all query specifications. 2. Customer intends to evaluate the product as a substitute despite missing attributes. 3. Customer intends to prioritize functional equivalence over exact specifications. 4. Customer intends to compare price and quantity for value assessment.


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: oxo food scale
Product: OXO Good Grips 1-Pound Healthy Portions Scale

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 they need a food scale from the OXO brand. 2. Customer believes the product must specifically measure food. 3. Customer believes the product should be designed for portion control. 4. Customer believes a 1-pound capacity may be insufficient for general food weighing needs.
Customer Desire: 1. Customer desires Order (need for organization in meal preparation). 2. Customer desires Physical Activity (need to manage diet for fitness goals). 3. Customer desires Independence (need to self-regulate portion sizes). 4. Customer desires Saving (need to avoid food waste through portion control).
Customer Intention: 1. Customer intends to purchase a food scale for precise measurements. 2. Customer intends to verify the product is from the OXO brand. 3. Customer intends to confirm the scale’s suitability for food-related tasks. 4. Customer intends to assess if the 1-pound capacity meets their requirements.


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: chicago cubs shorts mens
Product: FOCO MLB Chicago Cubs Men's Diagonal Stripe Walking Short, Team Color, L

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 intended for men as 'mens' is specified in the query. (2) The product is Chicago Cubs-themed, aligning with the query. (3) The product is a type of short, matching the query's 'shorts'. (4) The 'Diagonal Stripe Walking Short' design may not align with a generic 'shorts' expectation.
Customer Desire: Customer desires: (1) Social status (Desire 14) by showcasing team loyalty. (2) Social contact (Desire 13) through belonging to a fan community. (3) Curiosity (Desire 2) to confirm product details. (4) Order (Desire 8) in finding a product that matches all query specifications.
Customer Intention: Customer intends: (1) Purchase Chicago Cubs-themed shorts for men. (2) Verify the product matches the style and design expectations. (3) Ensure the product is gender-specific (men’s). (4) Confirm the product is official team merchandise.


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: glider without ottoman
Product: DaVinci Piper Upholstered Recliner and Swivel Glider in Cream, Greenguard Gold & CertiPUR-US Certified

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 glider (mentioned in the title). (2) The product does not explicitly mention an ottoman. (3) The product has certifications (Greenguard Gold & CertiPUR-US) that may indicate safety or quality. (4) The product includes recliner and swivel features, which may or may not align with their needs.
Customer Desire: Customer desires: (1) Independence (Desire 7) - to find a product that precisely matches their requirement (glider without ottoman). (2) Order (Desire 8) - to avoid unnecessary components like an ottoman. (3) Tranquility (Desire 15) - to ensure the product is safe and functional. (4) Curiosity (Desire 2) - to confirm if the product meets their specifications.
Customer Intention: Customer intends: (1) To verify if the product includes an ottoman. (2) To assess whether the recliner/swivel features compensate for the lack of an ottoman. (3) To compare this product with others that explicitly exclude an ottoman. (4) To prioritize certifications and functionality over the absence of an ottoman if necessary.


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: crockpot touchscreen slow cooker
Product: Crock-pot SCCPVF620S Smart Pot Slow Cooker with Easy to Clean Stoneware | Programmable 6 Quart | Stainless Steel

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 touchscreen interface is essential for ease of use; (2) the product's 'Smart Pot' branding implies advanced technology; (3) the 'programmable' feature aligns with customizable cooking settings; (4) the 'easy to clean stoneware' is a practical requirement.
Customer Desire: Customer desires: (1) Independence (Desire 7: control over cooking process via touchscreen); (2) Order (Desire 8: structured, user-friendly interface); (3) Power (Desire 10: programmable control); (4) Tranquility (Desire 15: easy maintenance for stress-free use).
Customer Intention: Customer intends: (1) prioritize touchscreen functionality; (2) verify compatibility with 'Smart Pot' technology; (3) confirm programmable settings; (4) ensure ease of cleaning.


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: writing board for wall
Product: Quartet Magnetic Whiteboard, 17" x 23" Small White Board for Wall, Dry Erase Board for Kids, Perfect for Home Office & Home School Supplies, Dry Erase Marker, Magnets, White Frame (MWDW1723M-WT)

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 writing board for the wall is needed for home or educational use. (2) The product is a wall-mounted whiteboard. (3) The product includes functional accessories like markers and magnets. (4) The size (17" x 23") may meet or fall short of spatial expectations.
Customer Desire: Customer desires: (1) Order (Desire 8) - to create an organized workspace. (2) Family (Desire 4) - to support children’s learning. (3) Saving (Desire 12) - to acquire a durable, multi-functional tool. (4) Social status (Desire 14) - to maintain a professional home office environment.
Customer Intention: Customer intends: (1) Purchase a wall-mounted writing surface. (2) Use the board for home office or homeschooling. (3) Ensure the product includes necessary accessories. (4) Verify the size meets spatial requirements.


assistant

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