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: spanx white bodysuit
Product: SPANX Assets Red Hot Label by Luxe & Lean Firm Control Bodysuit, S, Very 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) The product is a Spanx bodysuit. (2) The product is not white but 'Very Black'. (3) The product belongs to the 'Red Hot Label' line, which may differ from standard Spanx bodysuits. (4) The product is available in size S.
Customer Desire: Customer desires: (1) Order (need for specifications to match the query). (2) Social status (need for a trusted brand like Spanx). (3) Independence (need to select a product that aligns with their preferences). (4) Saving (need to avoid purchasing mismatched items).
Customer Intention: Customer intends: (1) Confirm if the product matches the requested color (white). (2) Verify if the 'Red Hot Label' line meets their functional requirements. (3) Assess whether the color discrepancy is acceptable. (4) Determine if the product can substitute a white bodysuit.


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: top seller pivot suitcase
Product: Lighted Makeup Mirror, Beautifive Double Sided Magnifying Mirror, Vanity Mirror with Lights, Smart Design with Brightness&Angle&Height Adjustability, Folding Compact Mirror, LED Mirror for Travel

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 'top seller' indicates a popular and reliable product. 2. Customer believes 'pivot suitcase' refers to a suitcase with a rotating wheel mechanism. 3. Customer believes the product should prioritize durability and mobility. 4. Customer believes the query explicitly targets luggage/travel bags.
Customer Desire: 1. Customer desires social status (Desire 14: Social status) by choosing a top-selling product. 2. Customer desires order (Desire 8: Order) through a reliable, established product. 3. Customer desires power (Desire 10: Power) by selecting a product that ensures control over travel needs. 4. Customer desires independence (Desire 7: Independence) via a self-reliant travel solution.
Customer Intention: 1. Customer intends to search for a high-quality suitcase with pivot functionality. 2. Customer intends to prioritize products labeled 'top seller.' 3. Customer intends to purchase a durable, travel-friendly suitcase. 4. Customer intends to avoid unrelated products like cosmetics accessories.


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: 10 dutch oven without legs,
Product: Bruntmor Enameled Cast Iron Cookware Shallow Casserole Braiser Pan, with Steel Knob Cover and Double Loop Handle. Round Cast Iron Covered Casserole Skillet with lid for Oven, 3.8-Quart, Marine 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) a 'Dutch oven without legs' is a specific type of cookware suitable for their needs. (2) Legs on a Dutch oven may indicate compatibility with certain heat sources (e.g., campfires) and their absence is critical. (3) The product title does not explicitly mention 'Dutch oven,' which may cause uncertainty. (4) The product’s description (e.g., 'enameled cast iron,' 'lid for oven') aligns with common Dutch oven features.
Customer Desire: Customer desires: (1) Independence (to select a product that precisely matches their specifications). (2) Order (to ensure the product meets the defined criteria). (3) Curiosity (to confirm the product’s compatibility with their requirements). (4) Tranquility (to avoid purchasing an unsuitable product).
Customer Intention: Customer intends: (1) Verify if the product is a Dutch oven. (2) Confirm the absence of legs. (3) Check if the size (3.8-Quart) meets their needs. (4) Ensure the material (enameled cast iron) aligns with expectations.


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: round decorative wall mirror
Product: SHYFOY Large Round Decorative Mirrors for Wall Decor, Antique Venetian Ornate Modern Accent Mirror for Bedroom, Bathroom, Living Room, Foyer (35.5" Cricle)

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 round mirror; (2) the product is decorative; (3) the product is designed for wall decor; (4) the product’s size (35.5" circle) meets their spatial requirements.
Customer Desire: Customer desires: (1) Curiosity (to gain knowledge about a mirror that matches their aesthetic needs); (2) Order (to maintain a prepared, aesthetically cohesive environment); (3) Idealism (to achieve a visually justifiable decor choice); (4) Social Status (to enhance their living space’s social significance).
Customer Intention: Customer intends: (1) to confirm the product’s round shape; (2) to verify its decorative features (e.g., antique Venetian ornate design); (3) to ensure it is wall-mountable; (4) to validate its size suitability.


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: the rise of superman
Product: By Steven Kotler The Rise of Superman [Paperback]

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 title 'The Rise of Superman' matches their query. 2. Customer believes the author 'Steven Kotler' is associated with the book they seek. 3. Customer believes the paperback format is acceptable. 4. Customer believes the product is the exact book they are searching for.
Customer Desire: 1. Curiosity (Desire 2): Customer desires to gain knowledge about the topic 'The Rise of Superman'. 2. Order (Desire 8): Customer desires a product that precisely matches their query. 3. Social status (Desire 14): Customer may desire a book with recognized social significance. 4. Saving (Desire 12): Customer desires to acquire the product efficiently.
Customer Intention: 1. Customer intends to purchase the exact book matching their query. 2. Customer intends to verify the author and title alignment. 3. Customer intends to confirm the product’s relevance to their interests. 4. Customer intends to avoid substitutes or unrelated products.


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: frozen elsa four wheeler
Product: Best Choice Products Kids 12V Electric RC Ride On w/ 2 Speeds, LED Lights, MP3, AUX, Pink

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 related to the 'Frozen Elsa' theme. 2. Customer believes a 'four wheeler' refers to a ride-on vehicle for kids. 3. Customer believes the product should include Frozen/Elsa branding. 4. Customer believes the product's features (e.g., 12V, LED lights) are secondary to the Frozen theme.
Customer Desire: 1. Customer desires a product aligned with the 'Frozen Elsa' theme (Desire: Idealism - social justice for accurate representation). 2. Customer desires a functional ride-on vehicle (Desire: Physical activity - need for play). 3. Customer desires a product that fulfills their child's preferences (Desire: Family - need to care for offspring). 4. Customer desires validation of their search intent (Desire: Curiosity - need to confirm product relevance).
Customer Intention: 1. Customer intends to verify if the product matches the 'Frozen Elsa' theme. 2. Customer intends to assess if the product is a four-wheeler. 3. Customer intends to compare the product’s features with their expectations. 4. Customer intends to determine if the product is a suitable substitute.


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: clamp light
Product: Simple Deluxe HIWKLTCLAMPLIGHTM Clamp Lamp Light with 8.5 Inch Aluminum Reflector Up to 150 Watt E26 Socket (No Bulb Included) 6 Feet 18/2 SPT-2 Cord, 1-Pack , Silver

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

Customer Belief: 1. Customer believes the product is a clamp light. 2. Customer believes the product includes a clamp mechanism. 3. Customer believes the product has an 8.5-inch reflector. 4. Customer believes the product supports up to 150W E26 bulbs (not included). 5. Customer believes the product has a 6-foot cord.
Customer Desire: 1. Customer desires a functional clamp light (Order). 2. Customer desires a product that is easy to install and use (Independence). 3. Customer desires a durable and safe lighting solution (Tranquility). 4. Customer desires energy efficiency (Saving).
Customer Intention: 1. Customer intends to verify the clamp mechanism’s functionality. 2. Customer intends to confirm compatibility with their preferred bulb type. 3. Customer intends to assess the reflector size for adequate light coverage. 4. Customer intends to ensure the cord length meets their spatial requirements.


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: foam roller painting
Product: PANCLUB Foam Paint Roller Cover 9 inch | 3/8" Nap 6 Pack | Yellow Polyether with Water Based Paint, Emulsion Paint, Wallpaper Paint

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 foam rollers are used for smooth paint application. 2. Customer believes the product is a foam roller. 3. Customer believes the 3/8" nap indicates suitability for specific paint types. 4. Customer believes the product’s compatibility with water-based paints meets their needs.
Customer Desire: 1. Customer desires a foam roller for efficient painting (Physical Activity). 2. Customer desires a product that matches their project specifications (Order). 3. Customer desires value through a 6-pack (Saving). 4. Customer desires confidence in product compatibility (Tranquility).
Customer Intention: 1. Customer intends to purchase a foam roller compatible with their paint type. 2. Customer intends to verify the product’s nap thickness aligns with their requirements. 3. Customer intends to compare the product with alternatives. 4. Customer intends to ensure the roller minimizes streaks.


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: caliper bleeder screw
Product: SWORDFISH 30300-90pc Brake Caliper & Wheel Cylinder Bleeder Screw Nipple Assortment Brake Bleeder Screw Assortment 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: Customer believes: (1) they need a caliper bleeder screw for a specific vehicle or brake system; (2) the product is an assortment of 90pc brake bleeder screws; (3) the product includes caliper-specific screws; (4) using the correct bleeder screw is critical for brake system safety and functionality.
Customer Desire: Customer desires: (1) Curiosity (to confirm the product matches their technical requirements); (2) Order (to ensure compatibility and avoid mismatched parts); (3) Tranquility (to guarantee brake system safety); (4) Saving (to acquire a cost-effective solution with multiple screws).
Customer Intention: Customer intends: (1) verify if the assortment includes the exact caliper bleeder screw they need; (2) confirm compatibility with their vehicle/brake system; (3) compare the product’s specifications with their requirements; (4) assess whether the assortment provides long-term utility.


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: authority
Product: Authority Dental & DHA Rings Dog Puppy Treat - Grain Free, Gluten Free, Parsley Mint

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) 'Authority' in the product title refers to a brand name or a claim of expertise in pet dental care. (2) The product is designed to improve a dog's dental health. (3) 'Authority' might imply veterinary endorsement or certification. (4) The query 'authority' could relate to control, certification, or trustworthiness in pet products.
Customer Desire: Customer desires: (1) Power (Desire 10: control over their pet's health). (2) Curiosity (Desire 2: knowledge about effective pet care products). (3) Honor (Desire 5: alignment with trusted values in pet care). (4) Order (Desire 8: reliance on established, reputable products).
Customer Intention: Customer intends: (1) Confirm if the product meets authoritative standards (e.g., veterinary approval). (2) Verify if 'Authority' is a certified brand or a marketing term. (3) Compare the product with other 'authority'-labeled items. (4) Assess if the product aligns with their need for trustworthiness.


assistant

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