JackyChunKit/Qwen3_SFT_Post huggingface dataset:
Task: Multiclass_Product_Classification


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


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

Query: tiger thermos
Product: Zojirushi Stainless Steel Mug, 16oz, Smoky 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) 'Tiger' is a specific brand or model of thermos. (2) The product title does not mention 'Tiger' as a brand or feature. (3) The product is a stainless steel mug, which may not fully align with the thermos functionality. (4) The color 'Smoky Blue' is irrelevant to the query term 'Tiger'.
Customer Desire: Customer desires: (1) **Curiosity** (to confirm if the product matches the 'Tiger' specification). (2) **Order** (to find a product that strictly adheres to the query’s implied brand/type). (3) **Saving** (to avoid purchasing a mismatched product). (4) **Social status** (to own a product that aligns with perceived quality/identity tied to 'Tiger').
Customer Intention: Customer intends: (1) To identify if the product is a 'Tiger' thermos. (2) To compare the product’s specifications with the query’s requirements. (3) To reject non-matching alternatives. (4) To seek clarification or alternatives if uncertain.


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: lightning to usb a cable 1 ft
Product: USB C to Lightning Cable (1ft), Anker Powerline III MFi Certified Fast Charging Lightning Cable for iPhone 13 13 Pro 12 Pro Max 12 11 X XS XR 8 Plus, AirPods Pro, Supports Power Delivery (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: Customer believes they need a Lightning to USB A cable (Belief). Customer believes the product must be 1ft long (Belief). Customer believes MFi certification is important for compatibility (Belief). Customer believes their devices (e.g., iPhone, AirPods) require a Lightning connector (Belief).
Customer Desire: Customer desires a cable that matches their exact specifications (Order - Desire). Customer desires assurance of compatibility with their devices (Curiosity - Desire). Customer desires a reliable product from a trusted brand (Social Status - Desire). Customer desires a fast-charging capability (Power - Desire).
Customer Intention: Customer intends to verify if the product matches the USB A requirement (Intention). Customer intends to check if the product’s USB C end is compatible with their existing setup (Intention). Customer intends to assess if the product’s features (e.g., fast charging) compensate for the mismatch (Intention). Customer intends to consider alternatives if the product does not meet the USB A specification (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 assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: 10x10 umbrella square without base
Product: BELLEZE 9' Patio Umbrella Outdoor Table Umbrella Lawn Yard UV Backyard Garden with Heavy Duty Sturdy Ribs -Lime Green

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) 10x10 refers to the umbrella's size and shape. (2) 'Without base' means the product should exclude a base. (3) The product title does not explicitly mention '10x10' or 'square.' (4) The product's 9' size and unspecified shape may not match the query.
Customer Desire: Customer desires: (1) Order (need for precise specifications) to ensure the product matches their requirements. (2) Independence (need to avoid dependencies like a base). (3) Power (need to control the purchase outcome). (4) Social status (need for a product that aligns with their expectations).
Customer Intention: Customer intends: (1) Verify if the product’s dimensions (9') are close enough to 10x10. (2) Confirm the absence of a base. (3) Assess if the shape is square despite the title not specifying it. (4) Determine if the product can functionally substitute the exact 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: comfy underwear
Product: Fruit of the Loom womens Microfiber Panties (Regular & Plus Size) bikini underwear, - 6 Pack Assorted, 7 US

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) microfiber material is soft and comfortable (Belief), (2) bikini-cut underwear may prioritize style over full coverage (Belief), (3) a 6-pack offers convenience and value (Belief), (4) availability in plus sizes ensures inclusivity (Belief).
Customer Desire: Customer desires: (1) Tranquility (need for physical comfort and security) (Desire), (2) Order (need for prepared, practical solutions like multi-packs) (Desire).
Customer Intention: Customer intends: (1) purchase the product if it aligns with comfort expectations (Intention), (2) consider it a functional substitute if minor style compromises exist (Intention), (3) verify material quality details (Intention), (4) compare with other products for optimal comfort (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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: berg biochemistry 5th edition
Product: Marks' Basic Medical Biochemistry: A Clinical Approach

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) 'Berg Biochemistry 5th Edition' is a specific textbook they need. (2) The product title must match the query exactly to be relevant. (3) The edition (5th) is critical for their requirements. (4) The author/publisher ('Berg') is a key identifier for the correct product.
Customer Desire: Customer desires: (1) Curiosity (to gain accurate biochemical knowledge via the correct textbook). (2) Order (to obtain the exact edition and title for consistency). (3) Social status (to use the authoritative/recommended textbook). (4) Independence (to study effectively without confusion from mismatched content).
Customer Intention: Customer intends: (1) To acquire the exact textbook specified in the query. (2) To verify the edition and author of the product. (3) To compare the product title with their required title. (4) To seek alternatives if the product does not match.


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: philips-automotive-lighting
Product: Philips D2R Standard Authentic Xenon HID Headlight Bulb, 1 Pack

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) Philips is a reputable brand for automotive lighting products. (2) Automotive lighting includes headlight bulbs. (3) HID (Xenon) bulbs are a common type of automotive lighting. (4) The product title specifies compatibility with automotive applications.
Customer Desire: Customer desires: (1) Honor (Desire 5) - to trust a reliable brand for vehicle safety. (2) Order (Desire 8) - to find a product that precisely matches their vehicle’s requirements. (3) Tranquility (Desire 15) - to ensure the product is safe and certified. (4) Curiosity (Desire 2) - to confirm technical specifications (e.g., D2R type).
Customer Intention: Customer intends: (1) Identify if the product matches their vehicle’s lighting system. (2) Verify the authenticity of the Philips bulb. (3) Confirm the D2R bulb is a direct replacement for their existing setup. (4) Ensure the product meets automotive safety 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: 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: calcium for reptiles without d3
Product: Garden of Life Vitamin D, Vitamin Code Raw D3, Vitamin D 5,000 IU, Raw Whole Food Vitamin D Supplements with Chlorella, Fruit, Veggies & Probiotics for Bone & Immune Health, 60 Vegetarian Capsules

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 reptiles require calcium supplements without D3. 2. Customer believes D3 may be harmful to reptiles. 3. Customer believes the product is intended for humans, not reptiles. 4. Customer believes the product explicitly contains D3.
Customer Desire: 1. Customer desires to fulfill the need for family (Reiss's Basic Desire #4: caring for pets/reptiles). 2. Customer desires tranquility (Reiss's Basic Desire #15: ensuring safety/health of reptiles). 3. Customer desires order (Reiss's Basic Desire #8: adhering to specific dietary requirements). 4. Customer desires independence (Reiss's Basic Desire #7: making informed, self-reliant choices).
Customer Intention: 1. Customer intends to find a calcium supplement explicitly labeled for reptiles. 2. Customer intends to avoid products containing D3. 3. Customer intends to verify ingredient lists for compliance. 4. Customer intends to compare product specifications with their requirements.


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: vanity fair panties illumination
Product: Vanity Fair Women's Illumination String Bikini Panty 18108 6 Sangria

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 'Vanity Fair' is the brand they are seeking. 2. Customer believes 'panties' refers to a specific type of underwear. 3. Customer believes 'illumination' refers to a product line or design feature. 4. Customer believes the product should match the color 'Sangria' as specified in the query.
Customer Desire: 1. Customer desires Order (need for a product that matches exact specifications). 2. Customer desires Curiosity (need to confirm the product aligns with the query). 3. Customer desires Social Status (preference for a recognized brand like Vanity Fair). 4. Customer desires Independence (need to select a product that fulfills their precise requirements).
Customer Intention: 1. Customer intends to verify the product belongs to the Vanity Fair brand. 2. Customer intends to confirm the product is a bikini-style panty. 3. Customer intends to check if 'Illumination' is a valid product line/design. 4. Customer intends to ensure the color 'Sangria' 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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: bearing cleaner
Product: Pentair EC60 Wheel Bearing Replacement Automatic Pool Cleaner, 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: 1. Customer believes the product is designed to clean bearings. 2. Customer believes the product is a specialized cleaner for mechanical components. 3. Customer believes the product is compatible with their equipment requiring bearing maintenance. 4. Customer believes the product is a replacement part for bearing-related systems.
Customer Desire: 1. Customer desires a product that fulfills their need for **Order** (desire for a prepared, functional solution). 2. Customer desires **Curiosity** (to confirm the product’s alignment with their requirements). 3. Customer desires **Saving** (to avoid purchasing incorrect or redundant products). 4. Customer desires **Tranquility** (to ensure the product is safe and effective for their needs).
Customer Intention: 1. Customer intends to verify if the product is a dedicated bearing cleaner. 2. Customer intends to check compatibility with their specific bearing system. 3. Customer intends to explore alternative uses for the product. 4. Customer intends to confirm technical specifications to avoid errors.


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: strainers and colanders
Product: P&P CHEF Colander Set of 3, Stainless Steel Micro-Perforated Colanders Strainers for Draining Rinsing Washing, Ideal for Pasta Vegetables Fruits, Heavy Duty & Dishwasher Safe - 1/3/5 Quart

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 strainers and colanders are essential kitchen tools for tasks like draining pasta or rinsing vegetables. 2. Customer believes the product's stainless steel material ensures durability. 3. Customer believes a set of 3 sizes (1/3/5 Quart) offers versatility. 4. Customer believes dishwasher-safe products save time and effort.
Customer Desire: 1. Customer desires Order (Reiss's 8th desire: need for prepared, established environments) to maintain kitchen efficiency. 2. Customer desires Curiosity (Reiss's 2nd desire: need to gain knowledge) to ensure the product meets functional requirements. 3. Customer desires Tranquility (Reiss's 15th desire: need for security) through reliable, long-lasting tools. 4. Customer desires Social Status (Reiss's 14th desire: need for social standing) by owning high-quality kitchenware.
Customer Intention: 1. Customer intends to purchase a product that fully matches the query specifications. 2. Customer intends to compare product features with other alternatives. 3. Customer intends to verify dishwasher safety and durability claims. 4. Customer intends to ensure the product’s size variety meets their cooking needs.


assistant

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