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: 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: lark & ro tops
Product: Lark & Ro Women's Premium Viscose Blend Rib Long Sleeve Henley Slim Fit Sweater, VANILLA ICE, Small

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 'lark & ro tops' refers to tops from the Lark & Ro brand. 2. Customer believes the product title includes 'Lark & Ro', confirming the brand. 3. Customer believes a 'sweater' is a type of top. 4. Customer believes the query does not specify details like material (viscose blend), fit (slim), or style (henley), leaving room for ambiguity.
Customer Desire: 1. Customer desires a product that matches their search intent (Acceptance). 2. Customer desires accurate product information to confirm relevance (Curiosity). 3. Customer desires a product that aligns with their expectations of quality (Order). 4. Customer desires a product that enhances their social standing through a premium brand (Social Status).
Customer Intention: 1. Customer intends to verify if the product belongs to the Lark & Ro brand. 2. Customer intends to confirm whether a sweater qualifies as a 'top'. 3. Customer intends to check if the product specifications (e.g., material, fit) meet their implicit preferences. 4. Customer intends to assess if the product’s style (henley, long sleeve) aligns 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: no entry without permission decal
Product: SignMission OSHA Signs-Notice No Entry Without Permission | Decal | Protect Your Business, Construction Site, Warehouse |  Made in The USA, Landscape

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 title includes 'No Entry Without Permission' which matches the query, (2) the product is labeled as a 'Decal', (3) the product is OSHA-compliant and designed for security purposes, (4) the product is made in the USA.
Customer Desire: Customer desires: (1) Tranquility (need for security and protection) to restrict unauthorized access, (2) Order (need for a prepared environment) to enforce rules, (3) Power (need for control) to assert authority over premises, (4) Honor (faithfulness to safety standards) via OSHA compliance.
Customer Intention: Customer intends: (1) to purchase a decal that explicitly states 'No Entry Without Permission', (2) to ensure the decal is legally compliant (OSHA), (3) to use the decal for business/construction site protection, (4) to prioritize a durable, USA-made product.


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: i watch42 mm bands
Product: OUHENG Compatible with Apple Watch Band 45mm 44mm 42mm, Sweatproof Genuine Leather and Rubber Hybrid Band Strap Compatible with iWatch Series 7 6 5 4 3 2 1 SE, Brown Band with Black Adapter

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 compatible with 42mm Apple Watch. 2. Customer believes the product's compatibility with 45mm/44mm/42mm includes their 42mm watch. 3. Customer believes the product’s hybrid leather-rubber material meets durability and style needs. 4. Customer believes the color and adapter design align with their preferences.
Customer Desire: 1. Customer desires **Acceptance** (to ensure the product is appreciated for its compatibility). 2. Customer desires **Order** (to confirm the product matches the exact 42mm specification). 3. Customer desires **Saving** (to avoid purchasing multiple bands for different sizes). 4. Customer desires **Social Status** (to own a stylish, functional band that enhances their iWatch’s appearance).
Customer Intention: 1. Customer intends to verify compatibility with their 42mm watch. 2. Customer intends to assess material quality and durability. 3. Customer intends to confirm the design matches their aesthetic preferences. 4. Customer intends to compare the product with other 42mm-specific bands.


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: black wax chalk paint
Product: Chalk Mountain Brushes 4 pack All Natural Furniture Finishing Wax Kit (4Pack 8oz Antiquing 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 the product contains black wax chalk paint. 2. Customer believes the product is designed for furniture finishing. 3. Customer believes the wax can substitute for chalk paint. 4. Customer believes the antiquing kit includes black wax.
Customer Desire: 1. Customer desires to complete a furniture project (Idealism). 2. Customer desires a durable, natural finish (Order). 3. Customer desires eco-friendly materials (Tranquility). 4. Customer desires a specific aesthetic (Independence).
Customer Intention: 1. Customer intends to purchase a product matching 'black wax chalk paint'. 2. Customer intends to verify if the wax kit substitutes for paint. 3. Customer intends to use the wax as a complementary product. 4. Customer intends to abandon the product if irrelevant.


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

Query: western boots for 2-4 year old girls
Product: ALEADER Kids Waterproof Rubber Rain Boots for Girls, Boys & Toddlers with Fun Prints & Handles White/Unicorn 11 M US Little Kid

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) Western-style boots are needed for a 2-4 year old girl. 2) The product must cater specifically to girls in this age range. 3) Western boots typically have distinct design features (e.g., cowboy-inspired aesthetics). 4) Age and gender specifications are critical for suitability.
Customer Desire: Customer desires: 1) Family (to provide appropriate footwear for their child). 2) Order (to find a product that matches exact requirements). 3) Social status (to ensure the boots align with a desired style). 4) Saving (to avoid purchasing an irrelevant product).
Customer Intention: Customer intends: 1) To identify boots matching the 'western' style. 2) To confirm the product’s suitability for 2-4 year olds. 3) To verify the product is designed for girls. 4) To ensure the product meets functional expectations (e.g., durability, fit).


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

Query: knorr spinach dip mix
Product: Knorr Soup Mix and Recipe Mix For Soups, Sauces and Simple Meals Vegetable No Artificial Flavors 1.4 oz

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 Knorr soup mix, not specifically a spinach dip mix. (2) The product is labeled for soups, sauces, and simple meals. (3) The product is vegetable-flavored and lacks 'spinach dip' in the title. (4) Knorr is a trusted brand for recipe mixes.
Customer Desire: Customer desires: (1) A product that fulfills their need for a spinach dip mix (Order - need for prepared/conventional solutions). (2) A trusted brand to ensure quality (Honor/Tranquility). (3) Versatility to adapt the product for a dip (Independence). (4) Convenience in preparation (Order).
Customer Intention: Customer intends: (1) Verify if the soup mix can substitute for a spinach dip mix. (2) Check for recipe flexibility. (3) Compare ingredients with a typical spinach dip mix. (4) Consider purchasing if it meets functional 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: 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: jungle theme return gift covers bags
Product: Earth Rated Dog Poop Bags, 270 Extra Thick and Strong Poop Bags for Dogs, Guaranteed Leak-Proof, Lavender-Scented, 18 Rolls, 15 Doggy Bags Per Roll, Each Dog Poop Bag Measures 9 x 13 Inches

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) 'jungle theme' refers to a design featuring elements like animals, foliage, or natural patterns. (2) 'return gift covers bags' are decorative packaging items for events, possibly children's parties. (3) The product is designed for dog waste disposal, not gift packaging. (4) The product lacks jungle-themed aesthetics or decorative elements.
Customer Desire: Customer desires: (1) **Social status** (to present visually appealing gifts aligned with a theme). (2) **Order** (to use purpose-specific, themed packaging for event consistency). (3) **Curiosity** (to find products matching the unique 'jungle theme' specification). (4) **Idealism** (to avoid mismatched or non-functional substitutes).
Customer Intention: Customer intends: (1) To identify bags matching the jungle theme. (2) To ensure the product serves as gift packaging. (3) To verify decorative/artistic elements. (4) To reject non-thematic or functionally unrelated products.


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: 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: hair crimper bed heaf
Product: 3 Barrel Curling Iron with LCD Temperature Display - 1 Inch Ceramic Tourmaline Triple Barrels, Ceramic Hair Crimper Hair Waver Hair Curlers Hair Curling Wand for Deep Waves Suit for All Style

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 hair crimper. 2. Customer believes the product title mentions 'Ceramic Hair Crimper'. 3. Customer believes the product may not be a dedicated crimper due to the emphasis on '3 Barrel Curling Iron'. 4. Customer believes the query contains typos (e.g., 'bed heaf' likely refers to 'bed head' or 'crimped hairstyles').
Customer Desire: 1. Customer desires a tool to create crimped hairstyles (Curiosity: need to confirm product functionality). 2. Customer desires a product that matches their specific need for crimping (Order: need for a prepared, conventional tool). 3. Customer desires clarity on whether the product can substitute a dedicated crimper (Independence: need to make a self-reliant decision). 4. Customer desires a product that enhances their hairstyle (Social Status: need for social significance through appearance).
Customer Intention: 1. Customer intends to verify if the product is a dedicated crimper. 2. Customer intends to assess if the curling iron can functionally substitute a crimper. 3. Customer intends to resolve confusion caused by typos in the query. 4. Customer intends to compare the product’s features with 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: 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: little girls princess dress up clothes
Product: G.C Girls Princess Dress up Clothes with Star Sequins and Princess Crown Tiara Set Ballet Birthday Party for 2-8 Year Old Girl Gifts Tutu Skirt as Party Favors

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 the product is intended for young girls (2-8 years old). (Belief) | Customer believes the product includes princess-themed dress-up elements (e.g., crown, tutu). (Belief) | Customer believes the product is suitable for birthday parties or special occasions. (Belief) | Customer believes the product may serve as a gift. (Belief)
Customer Desire: Customer desires to fulfill the need for **family** (to provide a gift for their child). (Desire) | Customer desires to satisfy **social status** (to make the child feel like a princess, aligning with social significance). (Desire) | Customer desires **order** (to acquire a complete, pre-packaged set for convenience). (Desire) | Customer desires **idealism** (to meet societal expectations of a "princess" aesthetic for children). (Desire)
Customer Intention: Customer intends to purchase a princess-themed dress-up set. (Intention) | Customer intends to ensure the product is age-appropriate. (Intention) | Customer intends to use the product for a birthday party or event. (Intention) | Customer intends to gift the product to a young girl. (Intention)


assistant

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