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: sexy toystory for couple
Product: Vanilla Massage Oil for Massage Therapy - Sensual Massage Oil for Couples with Aromatherapy Oils Jojoba Sweet Almond & Coconut Oil for Powerful Skin Care Benefits - Therapeutic Relief Couples Gift

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 couples seeking sensual experiences; (2) 'toystory' may refer to adult toys or intimate accessories; (3) the product's description emphasizes 'sensual massage' and 'couples gift,' aligning with romantic contexts; (4) massage oils are often used as part of intimate activities.
Customer Desire: Customer desires: (1) Romance (need for mating/sex) to enhance intimacy; (2) Social contact (need for relationship with others) to strengthen couple bonding; (3) Tranquility (need for security) through safe, skin-friendly ingredients; (4) Curiosity (need to explore new experiences) in romantic settings.
Customer Intention: Customer intends: (1) Purchase a product to enhance romantic interactions; (2) Use the oil as a substitute for adult toys; (3) Prioritize skin-safe, aromatherapy benefits for sensual massages; (4) Seek a couples-oriented product for shared experiences.


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: couch pillows
Product: Coop Home Goods Throw Pillow Inserts Set of 2, 18 x 18 Inches White Square Indoor Decorative Pillow Inserts Adjustable Memory Foam Fill Pack of 2 Perfect for Sofa Bed Couch Living Room Bedroom

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. Couch pillows are used for comfort and decoration on a sofa. 2. Pillow inserts require covers to be functional. 3. The product’s dimensions (18x18 inches) are standard for couch pillows. 4. Memory foam fill is a desirable feature for comfort.
Customer Desire: Customer desires: 1. Order (need for prepared, conventional environments) to maintain a cohesive living space. 2. Tranquility (need for security/comfort) through comfortable seating. 3. Saving (need to accumulate) by purchasing functional, durable products. 4. Social status (need for social significance) via an aesthetically pleasing living area.
Customer Intention: Customer intends: 1. Purchase pillow inserts to customize couch pillows with preferred covers. 2. Ensure the inserts fit standard couch pillow sizes. 3. Prioritize comfort through memory foam material. 4. Use the inserts to refresh their living room decor.


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: halloween decorations hanging heads
Product: 4Es Novelty Hanging Cocoon Corpse Prop Halloween Scary Decorations Outdoor 60 Inch/5 Ft Scary Hanging Skeleton Mummy with Spider, Flexible - for Haunted House, Yard Decor, Graveyard Scene

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) Halloween decorations should include hanging elements. (2) 'Hanging heads' are a specific type of decoration for Halloween. (3) The product title mentions 'hanging' and 'scary', which aligns with Halloween themes. (4) The product does not explicitly mention 'heads' but includes 'skeleton mummy' and 'spider', which are horror-related.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to impress others with unique/scary decor. (2) Curiosity (Desire 2) - to find decorations that match their vision. (3) Order (Desire 8) - to ensure decorations fit a cohesive theme. (4) Vengeance (Desire 16) - to create a competitive or fear-inducing atmosphere.
Customer Intention: Customer intends: (1) To identify if the product matches the 'hanging heads' specification. (2) To evaluate if the product can substitute for 'heads' with similar horror elements. (3) To verify the product’s outdoor suitability. (4) To compare the product’s features (e.g., size, flexibility) 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: condoms textured
Product: LifeStyles Ultra Studded Condoms, 6.8 Ounce

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) 'textured condoms' refers to condoms with physical surface variations (e.g., studs, ribs). 2) 'Studded' in the product title implies a textured design. 3) Textured condoms are intended to enhance sexual experience. 4) The product's description (6.8 Ounce) refers to standard condom packaging size.
Customer Desire: Customer desires: 1) Romance (Reiss's #11) - need for sexual satisfaction through textured condoms. 2) Tranquility (Reiss's #15) - need for reliable protection. 3) Curiosity (Reiss's #2) - interest in testing product effectiveness. 4) Order (Reiss's #8) - preference for products matching explicit specifications.
Customer Intention: Customer intends: 1) Identify if 'Studded' equals 'textured' as per the query. 2) Confirm the product fulfills functional/textural requirements. 3) Verify safety standards. 4) Compare with alternatives if mismatched.


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: clock hands only
Product: Pinzhi(TM) Hot Black Quartz Wall Clock Movement Mechanism Hands DIY Repair Tool Parts Kit

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 only the clock hands for a repair or replacement. 2. Customer believes the product title mentions 'Hands' as part of the kit. 3. Customer believes the product includes additional components like the movement mechanism and tools. 4. Customer believes the query specifies 'only' clock hands, implying exclusivity.
Customer Desire: 1. Customer desires to save resources by acquiring only necessary parts (Desire 12: Saving). 2. Customer desires order and clarity in product specifications (Desire 8: Order). 3. Customer desires independence in completing the repair without unnecessary components (Desire 7: Independence). 4. Customer desires curiosity to confirm compatibility (Desire 2: Curiosity).
Customer Intention: 1. Customer intends to verify if the product strictly provides clock hands. 2. Customer intends to assess whether the additional components are avoidable. 3. Customer intends to determine if the product can functionally substitute a 'hands-only' item. 4. Customer intends to compare the product with alternatives that strictly match the 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: 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: 1 5/8 pop up drain without overflow
Product: ESFORT Pop Up Sink Drain Without Overflow, Bathroom Sink Pop Up Assembly Vessel Sink Drain, Brushed Gold

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 1 5/8-inch pop-up drain. (2) The product lacks an overflow feature. (3) The product is compatible with vessel sinks. (4) The brushed gold finish aligns with their aesthetic preferences.
Customer Desire: Customer desires: (1) Order (need for a product that precisely matches technical specifications). (2) Tranquility (need for a secure, leak-free installation). (3) Saving (need to avoid purchasing incorrect/incompatible items). (4) Social Status (need for a visually appealing bathroom fixture).
Customer Intention: Customer intends: (1) Confirm the product’s diameter matches 1 5/8 inches. (2) Verify the absence of an overflow mechanism. (3) Ensure compatibility with their sink type. (4) Compare the product’s aesthetics with their bathroom decor.


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: photo shoot lights and background kit
Product: LINCO Lincostore LED 3200 Lumens Photo Video Studio Light Kit AM243 - Including 3 Color Backdrops (Black/White/Green) Background Screen

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 both lighting equipment and backdrops. 2. Customer believes the LED lights (3200 lumens) are suitable for photo/video shoots. 3. Customer believes the included backdrops (Black/White/Green) meet basic photography needs. 4. Customer believes the product is a complete kit for studio setups.
Customer Desire: 1. Customer desires a product that fulfills their need for **Order** (Desire 8: prepared, established environments) by providing a complete kit. 2. Customer desires **Curiosity** (Desire 2: knowledge) about the product’s specifications matching their requirements. 3. Customer desires **Social Status** (Desire 14: social significance) through professional-quality equipment. 4. Customer desires **Saving** (Desire 12: accumulation) by acquiring a bundled kit instead of separate items.
Customer Intention: 1. Customer intends to purchase a complete photo shoot kit. 2. Customer intends to verify if the product includes both lights and backdrops. 3. Customer intends to compare the product’s specifications (e.g., lumens, backdrop colors) with their needs. 4. Customer intends to ensure the product meets professional photography standards.


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: welcome back to school bulletin board set
Product: Welcome Banner for Party Supplies First Day of School Banner School Theme Party Decorations for Students and Teachers

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 bulletin board set is needed for welcoming students back to school. 2. Customer believes the product should include decorative elements like banners, letters, or borders. 3. Customer believes the product is intended for a school environment. 4. Customer believes the product should be part of a cohesive bulletin board display.
Customer Desire: 1. Customer desires **Social Contact (13)** to foster a welcoming environment for students and teachers. 2. Customer desires **Order (8)** to create an organized and visually appealing bulletin board. 3. Customer desires **Idealism (6)** to promote a positive school community. 4. Customer desires **Social Status (14)** to enhance the school’s image through professional decor.
Customer Intention: 1. Customer intends to purchase a bulletin board set. 2. Customer intends to use decorative banners as part of the display. 3. Customer intends to verify if the product aligns with school-themed decor. 4. Customer intends to check if the product is part of a larger set.


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: epoxy for tumblers
Product: Bloombee Clear Epoxy Resin, 16oz When Mixed, 1:1 Ratio 2 Part Epoxy Resin, Coating for Resin Jewelry, Acrylic Pour Paintings, Molds, River Tables, Art Making Kit Tumblers

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) epoxy for tumblers requires a clear, durable, and food-safe resin; (2) the product title explicitly mentions 'Tumblers' as a use case; (3) the 1:1 ratio mixing simplifies the process for tumbler projects; (4) the product’s compatibility with art-making kits aligns with tumbler customization needs.
Customer Desire: Customer desires: (1) Curiosity (to confirm the product’s suitability for tumblers); (2) Order (to ensure the product meets technical specifications like clarity and curing time); (3) Tranquility (to trust the product’s safety and reliability); (4) Social status (to create professional-quality tumblers for personal or commercial use).
Customer Intention: Customer intends: (1) Verify if the product explicitly supports tumbler applications; (2) Compare the product’s features (e.g., clarity, durability) with tumbler-specific requirements; (3) Check reviews or descriptions for tumbler-related success stories; (4) Confirm the 1:1 ratio ensures ease of use for tumbler projects.


assistant

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