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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: moana costume for toddlers
Product: Costumes USA Moana Costume for Girls, Size 3-4T, Includes Moana's Signature Orange and Brown Dress and a 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: Customer believes: (1) The product is a Moana costume. (2) The product is available in size 3-4T, which is typically for toddlers. (3) The product includes Moana's signature dress and necklace. (4) The product is labeled as 'for Girls,' which may imply a gender-specific design.
Customer Desire: Customer desires: (1) Family (to fulfill their toddler’s costume needs). (2) Order (to ensure the product matches the query’s specifications, e.g., size and theme). (3) Acceptance (to have their child appreciated in an authentic costume). (4) Curiosity (to confirm the product’s alignment with their requirements).
Customer Intention: Customer intends: (1) Purchase a Moana costume specifically designed for toddlers. (2) Ensure the costume includes all key elements (dress and necklace). (3) Verify the size accuracy (3-4T). (4) Confirm the product’s suitability regardless of gender labeling.


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: halloween decorations hanging heads
Product: amscan 670564 Hanging Zombie Head 11" x 7", 1 ct

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 Halloween decoration. 2. Customer believes the product is a hanging decoration. 3. Customer believes the product's size (11" x 7") may align with their needs. 4. Customer believes the product is a single-unit item (1 ct).
Customer Desire: 1. Customer desires Halloween-themed decorations (Idealism: social/cultural alignment). 2. Customer desires hanging decorations (Order: specific environmental setup). 3. Customer desires visually impactful items (Social Status: creating an impressive display). 4. Customer desires functional suitability (Tranquility: ensuring the product meets practical requirements).
Customer Intention: 1. Customer intends to purchase a Halloween-specific hanging decoration. 2. Customer intends to verify the product matches the 'hanging heads' description. 3. Customer intends to confirm the product’s size and quantity meet their needs. 4. Customer intends to evaluate if the product can be used standalone.


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: everyday use canvas tote
Product: Messenger Bag for Men, Women Briefcases Lightweight Men's Laptop Bag 15.6 inch Water Resistant Crossbody School Satchel Bags for Boys Computer Work Office Bag with Shoulder Strap, 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) 'everyday use canvas tote' implies a casual, durable bag for daily activities. (2) A tote typically has an open top and parallel handles. (3) The product is a messenger/laptop bag with a crossbody strap, not a tote. (4) The product’s material (water-resistant, not explicitly canvas) may not align with the query.
Customer Desire: Customer desires: (1) Order (Desire 8) - a product matching the query’s specifications (tote, canvas, everyday use). (2) Independence (Desire 7) - a practical bag for self-reliant daily use. (3) Saving (Desire 12) - a durable, long-lasting product. (4) Social status (Desire 14) - a stylish yet functional bag.
Customer Intention: Customer intends: (1) Find a lightweight, casual tote for daily tasks. (2) Ensure the bag is made of canvas. (3) Verify the product’s size and design for versatility. (4) Compare the product’s features (e.g., water resistance, laptop compartment) with their needs.


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

Query: noise reduction headphone
Product: Active Noise Cancelling Headphones, Boltune Bluetooth 5.0 Over Ear Wireless Headphones with Mic Deep Bass, Comfortable Protein Earpads 30H Playtime for Travel Work TV PC Cellphone

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 'noise reduction' refers to active noise cancellation technology. 2. Customer believes over-ear headphones with protein earpads provide better noise isolation. 3. Customer believes Bluetooth 5.0 ensures stable wireless connectivity. 4. Customer believes 30-hour playtime is sufficient for travel/work needs.
Customer Desire: 1. Customer desires tranquility (need for a secure, noise-free environment). 2. Customer desires independence (need for a self-reliant solution without external dependencies). 3. Customer desires order (need for a prepared environment for focused work/travel). 4. Customer desires social status (need for a high-quality product signaling good taste).
Customer Intention: 1. Customer intends to purchase headphones with proven noise reduction capabilities. 2. Customer intends to prioritize comfort for prolonged use. 3. Customer intends to ensure wireless reliability for seamless connectivity. 4. Customer intends to verify battery life matches their usage patterns.


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: dvd player with hdmi input
Product: DVD Player for TV All Region Free DVD Player with AV Output and USB Input, Remote Control and AV Cable Included

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) HDMI input is necessary for high-quality video output. (2) The product lacks HDMI input as per the title. (3) AV output may not meet their quality expectations. (4) Region-free capability is irrelevant to their HDMI requirement.
Customer Desire: Customer desires: (1) High-quality video/audio (Curiosity - need to gain knowledge about technical specifications). (2) Reliability (Tranquility - need for secure functionality). (3) Compatibility with modern devices (Order - need for prepared setup). (4) Social validation via owning up-to-date tech (Social status).
Customer Intention: Customer intends: (1) Confirm HDMI absence. (2) Compare alternatives with HDMI. (3) Assess if HDMI is critical. (4) Consider purchasing despite missing HDMI.


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: ottoman legs set of 4
Product: ComfortStyle Furniture Legs for Sofa Chair Couch or Ottoman, Set of 4 Replacement Feet, 3 Inch Tall, Square with Tapered Sides, Dark Espresso 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: 1. Customer believes they need replacement legs specifically designed for an ottoman. 2. Customer believes the product must come in a set of 4. 3. Customer believes the legs should have a square, tapered design. 4. Customer believes the color (dark espresso) is important for aesthetic compatibility.
Customer Desire: 1. Customer desires **Order** (need for a prepared, exact solution matching their specifications). 2. Customer desires **Saving** (need to replace existing legs without purchasing a new ottoman). 3. Customer desires **Independence** (need to self-install the legs). 4. Customer desires **Social Status** (need for aesthetically consistent furniture to maintain home decor standards).
Customer Intention: 1. Customer intends to verify if the product is explicitly designed for ottomans. 2. Customer intends to confirm the set includes exactly 4 legs. 3. Customer intends to ensure the legs’ design (square, tapered) matches their requirements. 4. Customer intends to validate the color (dark espresso) aligns with their existing furniture.


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: macbook air
Product: 2020 HP 14" Touchscreen Laptop Computer , AMD Ryzen 3 3200U up to 3.5GHz (Beat i5-7200U), 8GB RAM DDR4, 256GB PCIe SSD, Webcam, 802.11AC, WiFi, USB Type-A&C, Win10, w/GM Accessories

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) 'MacBook Air' refers to a specific Apple laptop model. (Belief) (2) The product is an HP laptop, not an Apple product. (Belief) (3) The product has different specifications (AMD Ryzen processor, Windows OS) compared to MacBook Air (Apple M-series/MacOS). (Belief) (4) The query implies a preference for Apple-branded devices. (Belief)
Customer Desire: Customer desires: (1) **Social status** (Desire 14) - to own a recognized premium brand like Apple. (Desire) (2) **Independence** (Desire 7) - to use a device aligned with their ecosystem (e.g., MacOS integration). (Desire) (3) **Order** (Desire 8) - to maintain familiarity with Apple’s interface/ecosystem. (Desire) (4) **Idealism** (Desire 6) - loyalty to Apple’s brand values. (Desire)
Customer Intention: Customer intends: (1) To find a MacBook Air specifically. (Intention) (2) To avoid non-Apple laptops. (Intention) (3) To prioritize MacOS compatibility. (Intention) (4) To disregard functionally similar alternatives. (Intention)


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: what to expect the first year
Product: What to Expect the First Year, Second Edition

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 guidebook about the first year of a child's life; (2) the product's title directly matches the query's wording; (3) the 'Second Edition' indicates updated or expanded content; (4) the product is authoritative for addressing their needs.
Customer Desire: Customer desires: (2) Curiosity (to gain knowledge about infant care), (4) Family (to care for their child), (8) Order (to follow a structured guide), (15) Tranquility (to feel prepared and secure).
Customer Intention: Customer intends: (1) purchase the product for its direct relevance; (2) verify if the 'Second Edition' improves content; (3) confirm the book covers all first-year topics; (4) compare it with other parenting books.


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: monat hair care products intense repair
Product: Revive Shampoo - Women's Natural Hair Regrowth

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) Monat hair care products are associated with intense repair benefits. (2) 'Intense repair' implies addressing damaged or severely treated hair. (3) The product 'Revive Shampoo' focuses on 'natural hair regrowth,' which may not directly align with repair. (4) Brand-specific expectations (Monat) may influence perceived relevance.
Customer Desire: Customer desires: (1) Curiosity (to gain knowledge about effective repair solutions). (2) Social status (to use a reputable brand for hair care). (3) Tranquility (to feel secure in the product’s ability to repair hair). (4) Idealism (to achieve desired hair health outcomes).
Customer Intention: Customer intends: (1) To identify products explicitly labeled for intense repair. (2) To compare product claims (repair vs. regrowth). (3) To verify if the product aligns with their brand preference (Monat). (4) To assess if regrowth benefits can substitute repair needs.


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: girl birthday invitations
Product: OurWarm 24pcs Mermaid Party Invitations, 3D Pearlescent Mermaid Birthday Party Supplies with Envelopes for Kids Girls Birthday Wedding Baby Shower Pool Mermaid Themed Party Supplies

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) Mermaid themes are popular for girls' birthday parties. 2) 24pcs invitations are sufficient for a typical birthday event. 3) The 3D pearlescent design aligns with a festive and visually appealing aesthetic for children. 4) The inclusion of envelopes ensures practicality and completeness.
Customer Desire: Customer desires: 1) Social contact (Desire 13) - to invite others to the event. 2) Social status (Desire 14) - to host a memorable and visually impressive party. 3) Order (Desire 8) - to have all necessary supplies prepared. 4) Idealism (Desire 6) - to align the party theme with the child’s interests (mermaids).
Customer Intention: Customer intends: 1) Purchase invitations matching the 'mermaid' theme. 2) Ensure sufficient quantity (24pcs) for guests. 3) Use visually appealing 3D designs to enhance the party’s appeal. 4) Utilize ready-to-use supplies (envelopes included) for convenience.


assistant

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