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

Query: brown and grey throw pillows
Product: Mixhug Decorative Linen Throw Pillow Covers, Farmhouse Cushion Covers for Couch and Bed, Dark Grey, 18 x 18 Inches, Set of 2

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 available in dark grey but not brown; (2) the size (18x18 inches) matches standard throw pillow dimensions; (3) the linen material aligns with farmhouse aesthetics; (4) the set of 2 covers fulfills a basic quantity requirement.
Customer Desire: Customer desires: (1) Order (to create a coordinated home environment); (2) Social status (to enhance home aesthetics for social approval); (3) Tranquility (to ensure the product is durable and functional); (4) Idealism (to align with farmhouse decor values).
Customer Intention: Customer intends: (1) Purchase pillows that match both brown and grey color specifications; (2) Ensure the product complements existing decor; (3) Verify size compatibility; (4) Acquire sufficient quantity for intended use.


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: headphones with microphone
Product: NUBWO U3 3.5mm Gaming Headset for PC, PS4, PS5, Laptop, Xbox One, Mac, iPad, Switch Games, Computer Game Gamer Over Ear Flexible Microphone Volume Control with Mic

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

Customer Belief: Customer believes: (1) the product includes a microphone; (2) the product is compatible with multiple devices (PC, PS4, Xbox, etc.); (3) the product is designed for gaming; (4) the microphone has volume control features.
Customer Desire: Customer desires: (1) a headset with a functional microphone (Curiosity - to ensure the product meets technical requirements); (2) versatility across devices (Order - to maintain a prepared setup); (3) clear communication (Social Contact - for interaction during gaming/meetings); (4) control over audio settings (Power - to adjust volume as needed).
Customer Intention: Customer intends: (1) to purchase a headset for gaming and communication; (2) to use the headset across multiple devices; (3) to ensure the microphone quality meets their needs; (4) to prioritize a product with adjustable audio controls.


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: 05 tahoe side mirror not heated
Product: Driver Side Left Side Mirror Glass With Turn Signal Without Auto Dimming Replacement For Chevy Avalanche Silverado Suburban Replacement For GMC Tahoe Sierra Yukon Cadillac 2003-2006

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 their 2005 Tahoe's side mirror is not heated. 2. Customer believes heated mirrors are important for defrosting or visibility. 3. Customer believes the product may be compatible with their 2005 Tahoe based on the listed years (2003-2006). 4. Customer believes the product does not mention 'heated' functionality in the title or description.
Customer Desire: 1. Customer desires **Order** (Reiss #8) - a product that matches their exact specifications (heated mirror). 2. Customer desires **Tranquility** (Reiss #15) - safety and functionality of the mirror. 3. Customer desires **Independence** (Reiss #7) - to resolve the issue themselves with a correct part. 4. Customer desires **Power** (Reiss #10) - control over ensuring their vehicle meets their needs.
Customer Intention: 1. Customer intends to confirm compatibility with their 2005 Tahoe. 2. Customer intends to verify if the mirror has heating functionality. 3. Customer intends to ensure the product meets safety/functional standards. 4. Customer intends to avoid purchasing a non-heated mirror.


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: rose gold office decor
Product: Office Decor for Women Desk- Rose Gold Decor Desk Plant For Bookshelf Decor, Boho Bedroom Decor For Women College Dorm for Girls - Artificial Plant Cactus Succulent - Kitchen Decorations & 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) rose gold is a key color requirement for the decor; (2) the product should be suitable for an office environment; (3) office decor includes items like desk plants or accessories; (4) rose gold is trendy and aligns with aesthetic preferences.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to own decor that reflects style and sophistication; (2) Order (Desire 8) - to maintain an organized and visually pleasing workspace; (3) Curiosity (Desire 2) - to explore aesthetically appealing decor options; (4) Idealism (Desire 6) - to align decor choices with personal values of elegance.
Customer Intention: Customer intends: (1) to purchase rose gold-colored office decor; (2) to enhance the office environment with functional and stylish items; (3) to prioritize products explicitly labeled for office use; (4) to avoid decor that conflicts with the office setting.


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: hp63 ink cartridges black and color
Product: ColoWorld Remanufactured Ink Cartridge Replacement for HP 63 Combo Pack Used for Envy 4520 3634 OfficeJet 3830 5252 4650 5258 4655 4652 5255 DeskJet 3636 1111 3630 3637 Printer (1 Black,1 Color)

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 HP63 ink cartridges in both black and color. (2) The product is a remanufactured version, not new. (3) The product includes a combo pack (1 black, 1 color). (4) The product is compatible with their printer model (e.g., HP Envy 4520, OfficeJet 3830).
Customer Desire: Customer desires: (1) Curiosity - to confirm compatibility and functionality of the product. (2) Order - to ensure the product meets their printer’s specifications. (3) Saving - to acquire a cost-effective solution. (4) Tranquility - to avoid printer damage or poor performance.
Customer Intention: Customer intends: (1) Verify if the product matches the exact HP63 model. (2) Check if the product is remanufactured (not new). (3) Confirm the combo pack includes 1 black and 1 color cartridge. (4) Ensure compatibility with their specific printer model.


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: beauty and the beast tea set plastic
Product: BESTONZON 12pcs Mini Cake Stand Chocolate Cupcake Candy Display Plate with Lid for Birthday Wedding Party Supplies - 8 x 6 x 6cm (Golden Base)

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 not themed after 'Beauty and the Beast', (2) the product is made of materials other than plastic (e.g., golden base suggests metal/ceramic), (3) the product is a cake stand set, not a tea set, (4) the product is intended for party displays rather than tea-serving purposes.
Customer Desire: Customer desires: (1) a themed product (Idealism: aligning with aesthetic/sentimental value), (2) functional durability (Tranquility: safety of plastic for casual use), (3) thematic accuracy (Curiosity: fulfilling specific knowledge/expectations), (4) social validation (Social Status: owning a product that matches their interests).
Customer Intention: Customer intends: (1) to find a tea set explicitly themed for 'Beauty and the Beast', (2) to confirm the material is plastic for practicality, (3) to ensure the product serves tea-related functions, (4) to compare alternatives that better match the query.


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: finishing screw
Product: WoodPro Fasteners TH7X2-1 Number-7 by 2-Inch Trim Head Wood Construction Screws, T10, 1-Pound Net Weight, 174-Piece

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 'finishing screws' are small, discreet screws used for final assembly or trim work. 2. Customer believes finishing screws require a trim head to minimize visibility. 3. Customer believes finishing screws are typically shorter and thinner than standard construction screws. 4. Customer believes finishing screws are corrosion-resistant for indoor/outdoor use.
Customer Desire: 1. Customer desires Order (need for a product that matches precise specifications). 2. Customer desires Independence (need to avoid relying on substitutes). 3. Customer desires Saving (need to avoid purchasing unnecessary additional products). 4. Customer desires Social Status (need to use the correct product for professional results).
Customer Intention: 1. Customer intends to verify if the product’s specifications (e.g., 'Trim Head,' size, material) align with finishing screw requirements. 2. Customer intends to confirm the screw head type (T10) ensures low visibility. 3. Customer intends to check if the 2-inch length and #7 gauge are suitable for finishing tasks. 4. Customer intends to ensure the 174-piece quantity meets their project needs.


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: ao smith water tank
Product: AO Smith Whole House Water Sediment Filter - Valve-In-Head Single-Stage Filtration System - NSF Certified - AO-WH-PREV

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) AO Smith is a reputable brand for water-related products; (2) a 'water tank' is a storage solution for water; (3) the product should directly address water storage needs; (4) the product title must explicitly mention 'water tank' to be relevant.
Customer Desire: Customer desires (1) Order (need for a prepared, functional water system); (2) Saving (need to invest in a reliable product); (3) Tranquility (need for a secure water supply); (4) Family (need to provide safe water for household).
Customer Intention: Customer intends (1) Purchase a water tank for storage; (2) Compare AO Smith products for compatibility; (3) Ensure the product meets water capacity requirements; (4) Verify if the product aligns with their water system setup.


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

Query: new small upright freezers with free shipping
Product: Midea MRC070S0AWW Chest Freezer, 7.0 Cubic Feet, White

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

Customer Belief: 1. Customer believes they need a new small upright freezer. 2. Customer believes free shipping is a critical factor in their purchase. 3. Customer believes upright freezers are more space-efficient or easier to organize. 4. Customer believes the product title should explicitly match their query specifications.
Customer Desire: 1. Customer desires **Order (8)** (need for a prepared, established product matching their expectations). 2. Customer desires **Saving (12)** (need to avoid extra costs via free shipping). 3. Customer desires **Independence (7)** (need to select a product that aligns with their specific requirements). 4. Customer desires **Tranquility (15)** (need for a secure purchase that meets all criteria).
Customer Intention: 1. Customer intends to purchase a freezer that strictly matches 'small upright' specifications. 2. Customer intends to prioritize free shipping. 3. Customer intends to avoid chest freezers due to perceived incompatibility. 4. Customer intends to disregard products that deviate from the query.


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.