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: 10k pearl settings without pearls
Product: Primology Heat Transfer Vinyl: 10 Pack 12" x 10" Premium Iron On Vinyl, HTV Vinyl for T-Shirts - HTV for Cricut, Silhouette Cameo, Heat Press Machine - White

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

Customer Belief: Customer believes: (1) '10k pearl settings' refers to jewelry components designed to hold pearls. (2) 'Without pearls' implies they need the base settings alone. (3) The product title mentions 'Heat Transfer Vinyl,' which is unrelated to jewelry. (4) The term '10k' in the query might be misinterpreted (e.g., confused with 'HTV' or a crafting metric).
Customer Desire: Customer desires: (1) **Curiosity** (to find a product matching their specific jewelry-making needs). (2) **Order** (to ensure the product aligns with their precise specifications). (3) **Independence** (to avoid purchasing irrelevant items). (4) **Saving** (to avoid wasting resources on incorrect products).
Customer Intention: Customer intends: (1) To confirm if the product matches their jewelry-related query. (2) To seek alternatives if the product is irrelevant. (3) To verify if '10k' in the product title refers to jewelry settings. (4) To conclude the product is unrelated to their needs.


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: motorcycle helmet stickers
Product: 72 of Our Best Selling Helmet Stickers in Three 24 Packs, Total of 72 Helmet Sticker, Random Packs Funny Biker Stickers, Rude Helmet, Hardhat, Laptop Stickers

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 includes motorcycle helmet stickers; (2) the stickers are sold in bulk (72 total); (3) the packs are random and may include non-motorcycle-related designs (e.g., laptop stickers); (4) the product emphasizes humor/rudeness, which may align or conflict with their preferences.
Customer Desire: Customer desires: (1) Curiosity (to acquire stickers that match their motorcycle helmet’s aesthetic); (2) Social status (to personalize their helmet with unique designs); (3) Saving (to purchase a cost-effective bulk pack); (4) Order (to ensure the stickers are explicitly designed for motorcycle helmets).
Customer Intention: Customer intends: (1) Purchase the product if it directly fulfills their need for motorcycle-specific stickers; (2) Verify if the random packs guarantee motorcycle-themed designs; (3) Seek alternatives if the product includes irrelevant stickers (e.g., laptop/hardhat); (4) Compromise on randomness for bulk savings.


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

Query: train station toy
Product: Thomas & Friends Super Station

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 toy related to train stations. 2. Customer believes the product is part of the 'Thomas & Friends' brand, which is associated with train-themed toys. 3. Customer believes the product is a playset for imaginative play. 4. Customer believes the product may include compatibility with other train toys.
Customer Desire: 1. Customer desires a toy that satisfies curiosity (Curiosity) about trains and stations. 2. Customer desires a product that supports family-oriented play (Family). 3. Customer desires an organized and structured playset (Order). 4. Customer desires a toy that encourages social interaction (Social contact).
Customer Intention: 1. Customer intends to purchase a train station-themed toy. 2. Customer intends to select a product from a trusted brand like 'Thomas & Friends'. 3. Customer intends to ensure the product is compatible with existing train toys. 4. Customer intends to provide a safe and engaging play experience for children.


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: yankee candle cabin in the woods
Product: Yankee Candle Classic Large Jar, Wax, After Sledding

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) 'Cabin in the Woods' is a specific scent not explicitly mentioned in the product title. (2) Yankee Candle is a trusted brand, so the product may still meet quality expectations. (3) The product is a large jar candle, matching the size implied by the query. (4) 'After Sledding' might evoke a similar woodsy or seasonal ambiance as 'Cabin in the Woods'.
Customer Desire: Customer desires: (1) Acceptance (to select a product that aligns with their expectations). (2) Order (to create a prepared, cozy environment with a specific scent). (3) Curiosity (to confirm if the product matches the query’s implied theme). (4) Tranquility (to achieve a comforting atmosphere).
Customer Intention: Customer intends: (1) Verify if 'After Sledding' is a variant of 'Cabin in the Woods'. (2) Consider the product as a functional substitute if the scent theme is similar. (3) Confirm the brand and size match the query. (4) Explore alternatives if the scent mismatch is significant.


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: my lesbian experience with loneliness
Product: Secretly, I've Been Suffering About Being Sexless

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 experience of loneliness is tied to their lesbian identity. 2) The product title suggests a focus on sexual frustration or lack of intimacy. 3) The product may address emotional struggles related to sexuality. 4) There is thematic overlap in discussing personal struggles with identity and relationships.
Customer Desire: Customer desires: 1) Social contact (need for meaningful relationships). 2) Acceptance (need to feel validated in their lesbian identity). 3) Romance (need for sexual/emotional intimacy). 4) Tranquility (need to resolve feelings of loneliness or insecurity).
Customer Intention: Customer intends: 1) Find a product addressing their specific lesbian experience. 2) Seek validation for their identity-related loneliness. 3) Understand their sexuality through relatable narratives. 4) Explore solutions to emotional isolation.


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: dji drones with camera
Product: DJI Mavic Air 2 Drone Quadcopter 48MP & 4K Video (CP.MA.00000176.03) (Renewed)

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) DJI is a reputable brand for drones. (2) The product title includes 'dji drones with camera'. (3) The product has a 48MP camera and 4K video capability. (4) The product is 'renewed', which may imply refurbished or used condition.
Customer Desire: Customer desires: (1) Curiosity (to acquire a drone with advanced camera features). (2) Social status (to own a high-quality, branded drone). (3) Order (to ensure the product meets technical specifications like camera resolution and video quality). (4) Saving (to potentially save money by purchasing a renewed product).
Customer Intention: Customer intends: (1) Verify if the product matches the query's 'dji drones with camera' specifications. (2) Confirm the camera quality (48MP and 4K) meets their needs. (3) Assess the implications of the 'renewed' status on functionality. (4) Compare the product with other DJI drones.


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: cord for glasses for men
Product: Eyeglasses Holder Strap Cord - Premium ECO Leather Eyeglasses String Holder Chain Necklace - Glasses Cord Lanyard - Eyeglass Retainer

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 functional cord designed to secure glasses, (2) the product is made of durable materials (e.g., ECO leather), (3) the product is intended for practical use (e.g., preventing loss), (4) the product may cater to aesthetic preferences (e.g., necklace-style design).
Customer Desire: Customer desires: (1) Order (need for a prepared solution to secure glasses), (2) Tranquility (need to protect glasses from damage or loss), (3) Social status (desire for a stylish accessory), (4) Independence (need for a self-reliable tool to manage glasses).
Customer Intention: Customer intends: (1) Purchase a functional glasses retainer, (2) Ensure the product is durable and reliable, (3) Confirm the product suits masculine aesthetics, (4) Verify compatibility with men’s eyewear.


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: rugs with padding
Product: Custom Size Hallway Runner Rug Trellis Grey Color 31 inch Wide Select Your Length Non-Slip (Skid Resistance) Rubber Backing 8 feet x 31 inch (Color Options Available)

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 padding in rugs provides comfort. 2. Customer believes padding prevents slipping. 3. Customer believes padded rugs protect floors from damage. 4. Customer believes padded rugs are better suited for high-traffic areas.
Customer Desire: 1. Customer desires safety (Tranquility - need for security). 2. Customer desires a tidy, organized space (Order - need for prepared environments). 3. Customer desires physical comfort (Physical Activity - comfort underfoot). 4. Customer desires social approval through home aesthetics (Social Status - need for social significance).
Customer Intention: 1. Customer intends to purchase a rug with non-slip properties. 2. Customer intends to ensure floor protection. 3. Customer intends to prioritize comfort underfoot. 4. Customer intends to select a rug suitable for high-traffic areas.


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: big and tall halloween costumes for men
Product: Twinkle Star 8.2FT Halloween Costume Adult Inflatable Skeleton Dinosaur, Tyrannosaurus T-Rex Halloween Decorations Party Fancy Dress Funny Cosplay Jumpsuit White

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

Customer Belief: 1. Customer believes the product is designed for adults. 2. Customer believes the product is large in size (8.2FT). 3. Customer believes the product is suitable for Halloween. 4. Customer believes the product is a fun and unique costume option.
Customer Desire: 1. Customer desires a Halloween costume that ensures social recognition (Social Status). 2. Customer desires a costume that facilitates social interaction at parties (Social Contact). 3. Customer desires a visually striking costume to satisfy curiosity and uniqueness (Curiosity). 4. Customer desires a costume that accommodates their body size (Independence).
Customer Intention: 1. Customer intends to select a costume that meets the 'big and tall' size requirement. 2. Customer intends to prioritize costumes explicitly labeled for adult men. 3. Customer intends to choose a costume that is attention-grabbing. 4. Customer intends to verify the product’s comfort and wearability.


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: craycort
Product: Craycort 22.5" Vegetable Pan Insert, Cast Iron

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 'craycort' refers to the brand Craycort. 2. Customer believes the product is a cast iron insert. 3. Customer believes the product is designed for vegetables. 4. Customer believes the product is compatible with a 22.5" grill or pan.
Customer Desire: 1. Customer desires **Acceptance** (to find a product that matches their expectations). 2. Customer desires **Order** (to ensure the product fits their specific setup). 3. Customer desires **Curiosity** (to confirm the product’s specifications). 4. Customer desires **Saving** (to acquire the correct item efficiently).
Customer Intention: 1. Customer intends to verify if the product matches the 'Craycort' brand. 2. Customer intends to confirm compatibility with their existing grill/pan. 3. Customer intends to check if the product’s size (22.5") and material (cast iron) align with their needs. 4. Customer intends to compare the product with other Craycort inserts.


assistant

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