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: ahower shaver
Product: Electric Shaver for Men Wet and Dry Waterproof, Electric Razor Cordless Men's 3D Rotary Shavers Rechargeable Beard Trimmer with Pop-up Trimmer, Digital Display & Travel Lock - 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) the product is waterproof and suitable for shower use (Belief). (2) the product is an electric shaver (Belief). (3) the product can function as a shower shaver (Belief). (4) the product may have additional features like a pop-up trimmer (Belief).
Customer Desire: Customer desires: (1) Independence (Desire) - to use a self-reliant, waterproof shaver in the shower. (2) Order (Desire) - to maintain a grooming routine with a product designed for wet/dry use. (3) Tranquility (Desire) - to feel secure using an electric device in water. (4) Physical activity (Desire) - to efficiently shave without interruptions.
Customer Intention: Customer intends: (1) to confirm the product’s waterproof capability (Intention). (2) to verify if it functions as a shower shaver (Intention). (3) to ensure it is an electric shaver (Intention). (4) to assess if it serves as a functional substitute (Intention).


assistant

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


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


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

Query: infant boy valentines day clothes
Product: Simple Joys by Carter's Baby Boys' Toddler 3-Pack Snug Fit Footless Cotton Pajamas, Monsters/Dino/Construction, 4T

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 toddlers (4T) rather than infants. (2) Valentine's Day clothes typically include festive themes (e.g., hearts, red/pink colors). (3) Footless pajamas are sleepwear, not holiday-specific outfits. (4) The product lacks explicit Valentine’s Day motifs (monsters/dino/construction instead).
Customer Desire: Customer desires: (1) Family (Desire 4) - to care for their infant by providing appropriate clothing. (2) Order (Desire 8) - to find clothing that aligns with the Valentine’s Day occasion. (3) Social status (Desire 14) - to dress their child in attire that reflects the holiday’s social significance. (4) Idealism (Desire 6) - to uphold the tradition of celebrating Valentine’s Day with themed clothing.
Customer Intention: Customer intends: (1) Verify if the product matches the infant age range. (2) Confirm the presence of Valentine’s Day themes. (3) Assess whether pajamas qualify as holiday-specific attire. (4) Determine if the product can substitute for festive clothing despite mismatches.


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: trowel machine 36
Product: Anova Culinary AN500-US00 Sous Vide Precision Cooker (WiFi), 1000 Watts | Anova App Included, Black and Silver

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 a 'trowel machine 36' is a construction or gardening tool. 2. Customer believes the product title might include specifications like '36' (e.g., size, power). 3. Customer believes the product could be a mechanical or electrical device. 4. Customer believes the query requires a tool for mixing, smoothing, or applying materials (e.g., concrete).
Customer Desire: 1. **Curiosity (Desire 2)**: Customer desires to confirm if the product matches the technical specifications of a 'trowel machine 36'. 2. **Order (Desire 8)**: Customer desires clarity on whether the product aligns with their expectations. 3. **Independence (Desire 7)**: Customer desires to avoid purchasing an irrelevant product. 4. **Saving (Desire 12)**: Customer desires to avoid wasting resources on a mismatched product.
Customer Intention: 1. Customer intends to verify if the product is a trowel machine. 2. Customer intends to check if '36' refers to a feature like wattage, size, or capacity. 3. Customer intends to compare the product’s functionality (e.g., mixing, heating) with a trowel machine. 4. Customer intends to conclude irrelevance if no alignment exists.


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: kit homes prefabricated
Product: ARROW 6' x 5' EZEE Galvanized Steel Low Gable Shed Charcoal, Storage Shed with Peak Style Roof

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 'kit homes prefabricated' refers to pre-assembled or modular structures. 2. Customer believes the product is a storage shed, not a full-scale home. 3. Customer believes prefabricated structures require minimal on-site assembly. 4. Customer believes the product is made of galvanized steel and has a peak-style roof.
Customer Desire: 1. Customer desires a prefabricated structure for ease of assembly (Independence - 7). 2. Customer desires a functional space for storage (Saving - 12). 3. Customer desires a durable, long-lasting solution (Tranquility - 15). 4. Customer desires a cost-effective and time-efficient solution (Order - 8).
Customer Intention: 1. Customer intends to purchase a prefabricated structure for immediate use. 2. Customer intends to use the shed as a storage solution. 3. Customer intends to compare the product with other prefab home options. 4. Customer intends to confirm if the product meets prefab specifications.


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: 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: face mask reusable women leopard print
Product: Unisex Tiger Leopard Wild Skin Prints Mouth Face Dust Cover Good Face Covers for Men/Women

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 leopard-like print (tiger leopard wild skin prints), (2) the product is unisex (for men/women), (3) the product is a functional face cover, (4) the product may not explicitly mention 'reusable' in the title.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to use a stylish leopard-print mask for aesthetic appeal; (2) Order (Desire 8) - to find a product matching specific specifications (reusable, women-focused); (3) Independence (Desire 7) - to assert personal style preferences; (4) Curiosity (Desire 2) - to confirm if the product aligns with the query.
Customer Intention: Customer intends: (1) Purchase a mask with a leopard-like design, (2) Verify if the product is reusable, (3) Confirm if the product is tailored for women, (4) Assess if the print matches their 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: seamless adhesive hook
Product: 30 Packs Adhesive Hooks Wall Hooks Strong Adhesive Hooks 30 lbs/ 15 kg Seamless Clear Transparent Hooks for Towel Loofah Bathrobe Coats Ceiling Hanger, Clearly Waterproof Hooks

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 be 'seamless' as per the query; (2) the adhesive hook must support heavy items (30 lbs/15 kg); (3) the hook should be transparent and discreet; (4) the product must be waterproof for bathroom use.
Customer Desire: Customer desires: (1) Order (need for organized spaces via hooks); (2) Saving (need to accumulate multiple hooks for efficiency); (3) Independence (need for self-reliant installation without damage); (4) Tranquility (need for secure, long-lasting adhesion).
Customer Intention: Customer intends: (1) Confirm the product’s 'seamless' design; (2) Verify the 30 lbs/15 kg weight capacity; (3) Ensure transparency for aesthetic discretion; (4) Validate waterproof functionality.


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: dog relaxing music
Product: Calming Music for Pets: Gentle Songs to Relax and Calm Down Your Pet Cat or Dog

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 dog needs relaxation, (2) music can help calm their dog, (3) specific types of music (e.g., gentle, calming) are effective for pets, (4) the product should explicitly mention dogs.
Customer Desire: Customer desires: (15) Tranquility (need for security/protection for their pet), (4) Family (need to care for their pet), (2) Curiosity (to find effective solutions), (8) Order (structured solution for pet relaxation).
Customer Intention: Customer intends: (1) find music specifically labeled for dogs, (2) compare product features to ensure alignment with their dog’s needs, (3) verify the product’s effectiveness for relaxation, (4) confirm the product is tailored for pets (not humans).


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: fear on dvd
Product: Fear No Evil / Ritual of Evil (Double Feature)

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 'fear' refers to a horror-themed product. 2. Customer believes the product title includes the word 'Fear'. 3. Customer believes the product is a DVD. 4. Customer believes 'Double Feature' implies two movies bundled together.
Customer Desire: 1. Customer desires curiosity (Desire 2: to explore horror content). 2. Customer desires tranquility (Desire 15: to feel secure about the product’s alignment with their expectations). 3. Customer desires order (Desire 8: to obtain a product that matches the query specifications). 4. Customer desires social contact (Desire 13: to share a horror movie experience with others).
Customer Intention: 1. Customer intends to find a horror-themed DVD. 2. Customer intends to confirm if the product title directly relates to 'fear'. 3. Customer intends to verify the product is a DVD. 4. Customer intends to assess if the double feature adds value or distracts from the core query.


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: phillips coffee machine milk system
Product: Ninja CM407 Specialty Coffee Maker, with 50 oz. Thermal Carafe, Black and Stainless Steel Finish

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) Phillips coffee machines have a specific milk system. (2) A milk system is necessary for preparing milk-based coffee beverages. (3) The product title should explicitly mention a milk system if it includes one. (4) Ninja is a different brand and may not meet Phillips-specific features.
Customer Desire: Customer desires: (1) Independence (Desire 7: to make specialty coffee independently at home). (2) Curiosity (Desire 2: to confirm if the product meets the milk system requirement). (3) Order (Desire 8: to find a product that matches the query specifications precisely). (4) Social status (Desire 14: preference for a trusted brand like Phillips).
Customer Intention: Customer intends: (1) To identify a Phillips-branded coffee machine with a milk system. (2) To compare the Ninja product’s features with the query requirements. (3) To verify if the Ninja product includes a milk system. (4) To seek alternatives if the product does not meet the specifications.


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: bordeaux cabernet wine kitchen rugs
Product: Hipiwe Red Wine Bags, Burlap Wine Bags With Drawstring Jute Red Wine Gift Bags Champagne Bottle Bag Covers for Wedding Party Favors Wine Tasting Party (Pack of 12)

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) 'Bordeaux Cabernet wine' refers to a wine-related product. (2) 'Kitchen rugs' are functional items for kitchen spaces. (3) The query combines wine and kitchen decor. (4) The product title mentions 'wine bags,' which might relate to wine storage or gifting.
Customer Desire: Customer desires: (1) **Order** (Desire 8) - to maintain a themed or organized kitchen space. (2) **Social contact** (Desire 13) - to host social events (e.g., wine tastings) requiring functional decor. (3) **Saving** (Desire 12) - to accumulate practical kitchen/wine accessories. (4) **Honor** (Desire 5) - to align with cultural values of hospitality.
Customer Intention: Customer intends: (1) Purchase a kitchen rug with a wine-themed design. (2) Find a functional kitchen accessory that complements wine-related activities. (3) Acquire a product that serves both decorative and practical purposes. (4) Avoid irrelevant products that do not align with the query’s keywords.


assistant

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