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

Query: wood arm chair
Product: BELLEZE Mid-Century Modern Accent Chair Upholstered Linen Fabric Armchair with Wooden Frame Legs, Cushioned Seat and Backrest for Living Room - Bianca (Gray)

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 have a wooden frame or visible wood elements; (2) the product should be an armchair with armrests; (3) the product should align with a functional or aesthetic purpose (e.g., seating for a living room); (4) the product title must explicitly mention 'wood' and 'armchair' features.
Customer Desire: Customer desires: (1) Order (Desire 8) - to find a product that matches their predefined specifications; (2) Independence (Desire 7) - to select a chair that reflects their personal style (e.g., mid-century modern); (3) Saving (Desire 12) - to avoid purchasing multiple items by ensuring the product meets all criteria; (4) Social Status (Desire 14) - to acquire a chair that enhances their living room’s aesthetic appeal.
Customer Intention: Customer intends: (1) to confirm the product includes wooden components (frame/legs); (2) to verify the chair has armrests; (3) to ensure the design aligns with their functional and stylistic preferences; (4) to determine if the product is a standalone solution or requires additional purchases.


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: multitool without knife
Product: KINGMAX Multitool with Pliers, Fire Starter, whistle,Scissors,Screwdriver,15 in 1 EDC Multi Tool with Safety Locking,Perfect Survival Knife tool Gifts for Men Women,Outdoor,Camping,Fishing

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 knife (mentioned in the title). (B1)
2. Customer believes a multitool without a knife is required for specific use cases (e.g., travel restrictions, safety concerns). (B2)
3. Customer believes the product’s other tools (pliers, fire starter, etc.) might still be useful. (B3)
4. Customer believes a knife is non-negotiable in their search criteria. (B4)
Customer Desire: 1. Customer desires a multitool that strictly excludes a knife (Independence: need to adhere to specific requirements). (D1)
2. Customer desires a product that aligns with their explicit specifications (Order: need for prepared, established criteria). (D2)
3. Customer desires functional alternatives if the exact product is unavailable (Curiosity: need to explore options). (D3)
4. Customer desires safety or compliance (Tranquility: need to avoid risks). (D4)
Customer Intention: 1. Customer intends to prioritize tools that exclude knives. (I1)
2. Customer intends to verify product descriptions for knife inclusion. (I2)
3. Customer intends to reject products with knives even if other features are useful. (I3)
4. Customer intends to seek alternatives if no knife-free multitool is available. (I4)


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: 0.0womens blue light glasses without magnification
Product: Cyxus Blue Light Blocking Computer Glasses Square Retro Clear Lens Eyeglasses Frame

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 blue light glasses are intended to block blue light from screens. 2. Customer believes 'without magnification' means the lenses have no prescription or vision correction. 3. Customer believes the product title should explicitly mention 'no magnification' if applicable. 4. Customer believes 'women’s' implies a design/style tailored for female users.
Customer Desire: 1. Customer desires eye protection from blue light (Tranquility). 2. Customer desires a product that matches their aesthetic preferences (Social status). 3. Customer desires clarity in product specifications to avoid confusion (Order). 4. Customer desires accurate information to make an informed decision (Curiosity).
Customer Intention: 1. Customer intends to verify if the product blocks blue light. 2. Customer intends to confirm the absence of magnification. 3. Customer intends to assess if the design aligns with 'women’s' specifications. 4. Customer intends to cross-check product details against 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: cell phone repair parts batterys
Product: 2760mAh Battery for iPhone 6s 2760mAh, Replacement Battery with High Capacity for iPhone 6s with Full Remove Tool Kit (Only for 6s)

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 battery replacement for a cell phone repair. (2) The battery must be compatible with a specific phone model (likely iPhone 6s). (3) High capacity is a priority for extended usage. (4) The inclusion of removal tools is important for a DIY repair process.
Customer Desire: Customer desires: (1) **Curiosity** (to acquire accurate product specifications for repair). (2) **Order** (to ensure the product matches their phone model and functional requirements). (3) **Tranquility** (to trust the product’s safety and reliability). (4) **Saving** (to avoid purchasing additional tools).
Customer Intention: Customer intends: (1) To find a battery explicitly labeled for iPhone 6s. (2) To verify the battery’s capacity meets their needs. (3) To ensure the product includes necessary tools for installation. (4) To confirm compatibility to avoid functional mismatches.


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: pandora women's charms
Product: March Birthstone Charms for Charms Bracelet 925 Sterling Silver Bead Openwork Charms, Happy Birthday Charms for Bracelet and Necklace

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 'Pandora' refers to the brand. 2. Customer believes the product must be compatible with Pandora bracelets. 3. Customer believes birthstone charms are a common category of women’s jewelry. 4. Customer believes the product title does not explicitly mention 'Pandora'.
Customer Desire: 1. Customer desires **social status** (Reiss’s 14th desire: owning branded items like Pandora). 2. Customer desires **saving** (Reiss’s 12th desire: collecting charms as keepsakes). 3. Customer desires **family** (Reiss’s 4th desire: purchasing a gift for a family member). 4. Customer desires **order** (Reiss’s 8th desire: matching specific product specifications).
Customer Intention: 1. Customer intends to find Pandora-branded charms. 2. Customer intends to verify compatibility with Pandora bracelets. 3. Customer intends to consider substitutes if the product is not Pandora-branded. 4. Customer intends to evaluate the product’s suitability as a gift.


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: rad robots for boys
Product: Betheaces Robots for Kids Rechargeable Talking Robot Interactive Toy Repeats Your Voice Travel Toys with Portable Metal Body and Flashing Lights Robot Gifts for Boys and Girls (Fire Red)

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 specifically for boys. 2. Customer believes 'rad robots' implies a focus on cool, interactive, or high-tech features. 3. Customer believes the product's 'portable metal body and flashing lights' align with durability and visual appeal for boys. 4. Customer believes the product's 'rechargeable' and 'talking' features enhance its attractiveness as a toy.
Customer Desire: 1. Customer desires social status (Desire 14) by choosing a trendy, visually impressive toy. 2. Customer desires curiosity (Desire 2) through interactive features like voice repetition. 3. Customer desires family (Desire 4) by selecting a gift for their child. 4. Customer desires power (Desire 10) via control over the toy's interactive functions.
Customer Intention: 1. Customer intends to purchase a robot toy perceived as 'rad' and gender-specific. 2. Customer intends to prioritize durability and tech features. 3. Customer intends to select a gift that aligns with stereotypical 'boy' preferences. 4. Customer intends to ensure the toy’s functionality (e.g., voice interaction) 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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: key lanyard for men cool
Product: POCKT Lanyard for Keys Neck Lanyard Key Chain Holder for Men and Women - Cool Neck Lanyards for Keys, Wallets and ID Badge Holders | Cross

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 specifically for men. 2. Customer believes 'cool' refers to a stylish or trendy design. 3. Customer believes the product is primarily a key lanyard. 4. Customer believes the product title explicitly mentions 'for Men'.
Customer Desire: 1. Customer desires social status (Desire 14: need for social significance via a 'cool' accessory). 2. Customer desires order (Desire 8: need for a functional key holder). 3. Customer desires independence (Desire 7: need for a practical, self-reliant solution). 4. Customer desires curiosity (Desire 2: need to confirm product specifications).
Customer Intention: 1. Customer intends to purchase a lanyard that matches the 'cool' aesthetic. 2. Customer intends to ensure the product is explicitly marketed for men. 3. Customer intends to verify the product’s primary function as a key holder. 4. Customer intends to compare alternatives if the product fails to meet 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: breast lift tape
Product: Adhesive Bra, Breast Lift Tape Pasties Nippleless Covers Strapless Bra (Beige, Large(Suit for C/D Cup))

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 to lift and support breasts. (2) The product uses adhesive technology for a strapless solution. (3) The product may serve as an alternative to traditional bras. (4) The product is size-appropriate for C/D cups.
Customer Desire: Customer desires: (1) Physical activity (need for a product that provides reliable support during movement). (2) Tranquility (need to feel secure and protected from wardrobe malfunctions). (3) Social status (need to maintain confidence in appearance). (4) Independence (need for a self-applied, non-restrictive solution).
Customer Intention: Customer intends: (1) To purchase a product that fully matches the 'breast lift tape' specifications. (2) To consider the product as a functional substitute if it partially fulfills the query. (3) To combine the product with other items if it lacks critical features. (4) To reject the product if it is irrelevant.


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: women sexy dresses for party
Product: Sexy Faux Leather Dress For Women Sleeveless Party Black Backless Short Dresses Strap Bodycon Dress Clubwear (Black,XX-Large)

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 product is labeled as 'sexy' and 'party' attire, (3) the product includes features like 'backless' and 'bodycon' that align with party wear, (4) the product is available in the requested color (Black) and size (XX-Large).
Customer Desire: Customer desires: (1) Social status (Desire 14) - to appear attractive and socially significant at the party; (2) Romance (Desire 11) - to feel confident and appealing; (3) Social contact (Desire 13) - to engage socially at the event; (4) Order (Desire 8) - to find a dress that matches the party's dress code.
Customer Intention: Customer intends: (1) Purchase a dress that fully matches the query specifications; (2) Prioritize style and fit for the event; (3) Ensure the dress aligns with the 'sexy' and 'party' theme; (4) Verify size and color compatibility.


assistant

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