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: learn to play piano for kids
Product: John Thompson's Easiest Piano Course Part 1

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 teach piano to beginners. (Belief) 2. Customer believes the product is tailored for children due to the 'Easiest' label. (Belief) 3. Customer believes the product is part of a structured learning series. (Belief) 4. Customer believes John Thompson's method is reputable for piano education. (Belief)
Customer Desire: 1. Customer desires to fulfill curiosity (Reiss's #2) by gaining piano knowledge. (Desire) 2. Customer desires to support family (Reiss's #4) by enabling their child’s musical education. (Desire) 3. Customer desires order (Reiss's #8) through a systematic learning approach. (Desire) 4. Customer desires social status (Reiss's #14) via their child’s skill development. (Desire)
Customer Intention: 1. Customer intends to purchase a beginner-friendly piano course. (Intention) 2. Customer intends to select age-appropriate educational material. (Intention) 3. Customer intends to start foundational piano lessons. (Intention) 4. Customer intends to use a trusted pedagogical method. (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: white beach kimono plus size
Product: Avidlove Sheer Lingerie Cover up Women's Lace Kimono Robe Babydoll Lingerie Mesh Nightgown White L

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 white; (2) the product is a kimono; (3) the product is intended for beach use; (4) the product is available in plus size.
Customer Desire: Customer desires: (1) Acceptance (to feel appreciated for their choice); (2) Social Status (to look stylish at the beach); (3) Tranquility (to feel comfortable and secure in the product); (4) Order (to find a product that aligns with practical needs like size and functionality).
Customer Intention: Customer intends: (1) Verify if the product color matches 'white'; (2) Confirm if the product is explicitly designed for beach use; (3) Check if the product is available in plus sizes; (4) Assess if the style (e.g., sheer, lace) aligns with beachwear 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: united airlines personal item bag 17x10x9
Product: For Spirit Airlines Foldable Travel Duffel Bag Tote Carry on Luggage Sport Gym Duffle for Men and Women (Gray)

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 United Airlines has specific size requirements (17x10x9) for personal item bags. 2. Customer believes the product's dimensions must strictly comply with United Airlines' specifications. 3. Customer believes airline-specific bags (e.g., 'For Spirit Airlines') may not align with United Airlines' requirements. 4. Customer believes a foldable duffel bag could potentially meet size constraints if adjustable.
Customer Desire: 1. Customer desires acceptance (need to avoid rejection by United Airlines for non-compliant luggage). 2. Customer desires order (need for a bag that precisely fits 17x10x9 dimensions). 3. Customer desires independence (need to avoid baggage fees by adhering to personal item rules). 4. Customer desires saving (need to avoid purchasing additional luggage).
Customer Intention: 1. Customer intends to verify if the product’s dimensions match 17x10x9. 2. Customer intends to confirm compatibility with United Airlines despite the product being labeled for Spirit Airlines. 3. Customer intends to assess if the duffel can function as a personal item. 4. Customer intends to evaluate foldability to ensure size compliance.


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

Query: hair combing iron
Product: Forusi Hair Dryer Brush,Hot Air Brush,Hair Dryer & Volumizer, 3-in-1 Electric Air Hair Brush,Curler and Straightener for All Hair Types

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

Customer Belief: 1. Customer believes a 'hair combing iron' refers to a heated tool for styling hair that combines combing and straightening. 2. Customer believes the product is a multi-functional hair tool (dryer, volumizer, curler, straightener). 3. Customer believes the product does not explicitly mention 'combing iron' but includes heat-based styling. 4. Customer believes a hair dryer brush may partially substitute a combing iron.
Customer Desire: 1. Customer desires efficiency (Reiss: Saving - need to save time/effort). 2. Customer desires independence (Reiss: Independence - need for self-reliant styling). 3. Customer desires order (Reiss: Order - need for a single tool to manage hair). 4. Customer desires power (Reiss: Power - need to control hair styling outcomes).
Customer Intention: 1. Customer intends to find a product that combines heat-based styling and combing. 2. Customer intends to use a multi-functional tool as a substitute for a combing iron. 3. Customer intends to prioritize heat-based straightening features. 4. Customer intends to compromise on exact terminology if functionality overlaps.


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: hanes ball hammock boxer brief
Product: Hanes Men's X-Temp 4-Way Performance Stretch Mesh Boxer Brief, Assorted-3, Large ( Color / Pattern may Vary)

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 from Hanes. 2. Customer believes 'ball hammock' refers to a specific design feature for support. 3. Customer believes the product lacks the 'ball hammock' feature. 4. Customer believes the product is a boxer brief with performance stretch fabric.
Customer Desire: 1. Customer desires a product that matches exact specifications (Order, desire 8). 2. Customer desires comfort and support during physical activity (Physical activity, desire 9). 3. Customer desires independence in selecting a reliable product (Independence, desire 7). 4. Customer desires social status through a trusted brand (Social status, desire 14).
Customer Intention: 1. Customer intends to confirm if the product includes the 'ball hammock' design. 2. Customer intends to evaluate material quality (X-Temp, mesh). 3. Customer intends to verify size and color consistency. 4. Customer intends to compare alternatives if specifications are unmet.


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: under armoir shorts
Product: Under Armour Men's MK1 Shorts , Black (001)/Stealth Gray , Large

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. 'under armoir' refers to the brand 'Under Armour'. 2. The product is a type of shorts. 3. The product is available in size Large. 4. The product is intended for men.
Customer Desire: Customer desires: 1. Order (need for accuracy in product specifications). 2. Curiosity (need to confirm product matches query). 3. Independence (need to self-verify relevance). 4. Social status (need to trust a reputable brand).
Customer Intention: Customer intends: 1. Verify if the product matches the intended brand and type. 2. Check if the product specifications align with their needs. 3. Compare the product with alternatives. 4. Confirm spelling discrepancies in the query vs. product title.


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: intertube for 25x13-9
Product: Air-Loc 25X13-9 ATV UTV Tire Inner Tube 25X13.0-9 25/13-9 25x13.00-9 TR6 Valve Radial HD

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's listed size '25X13-9' matches the query's '25x13-9' specification. (2) The variations in formatting (e.g., '25X13.0-9', '25/13-9') are insignificant and refer to the same size. (3) The product is designed for ATV/UTV tires, which aligns with the query's implied use case. (4) The TR6 valve type is compatible with their tire setup.
Customer Desire: Customer desires: (1) Order (need for precise product matching query specifications). (2) Curiosity (need to confirm technical compatibility). (3) Independence (need to self-verify product suitability). (4) Tranquility (need to avoid purchasing an incorrect product).
Customer Intention: Customer intends: (1) Verify the numerical size matches exactly. (2) Confirm valve type compatibility. (3) Validate the product's application (ATV/UTV). (4) Ensure no discrepancies in size formatting (e.g., decimal vs. slash).


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: decoratable christmas ornaments
Product: 24Pcs Christmas Tree Decoration Ball Pendants Holiday Party Christmas Tree Ornaments (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: (1) the product is intended for Christmas decoration, (2) 'decoratable' implies customization or adaptability, (3) the product's color (white) aligns with their aesthetic preferences, (4) the quantity (24 pieces) meets their need for bulk decoration.
Customer Desire: Customer desires: (1) Order (Desire) - need for a prepared, aesthetically cohesive environment; (2) Saving (Desire) - need to accumulate sufficient ornaments; (3) Social Contact (Desire) - need to host gatherings with well-decorated spaces; (4) Honor (Desire) - need to uphold family traditions through festive decor.
Customer Intention: Customer intends: (1) to verify if the product allows customization (e.g., painting, adding text), (2) to confirm the quantity meets their requirements, (3) to ensure the white color matches their decor theme, (4) to validate suitability for Christmas tree use.


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: panang red curry paste
Product: Mae Ploy Thai Curry Red, Panang and Yellow Paste, Variety Pack 14 oz (Pack of 3)

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 Panang curry paste. (2) The product is a variety pack containing multiple curry paste types. (3) The product offers 14 oz per pack. (4) The product is sold as a pack of 3.
Customer Desire: Customer desires: (1) Order (need for a prepared, specific product matching their query). (2) Saving (need to accumulate a sufficient quantity). (3) Curiosity (need to confirm product details). (4) Social contact (need to share meals with others).
Customer Intention: Customer intends: (1) Verify if the product contains the exact Panang red curry paste. (2) Consider the variety pack as a substitute for a single-type purchase. (3) Confirm the quantity and value of the pack. (4) Explore alternatives if the product does not fully 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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: women lunch boxes
Product: EmoGood 16L Lunch Bag Insulated for Women Men, Leakproof Thermal & Freezable Cooler Lunch Box with Adjustable Schouler Strop, Large Soft Tote Lunch Bags for Office School Picnic Beach(Gray)

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 for women based on the title mentioning 'for Women Men'. 2. Customer believes the product is a lunch box with features like '16L', 'insulated', 'leakproof', and 'adjustable shoulder strap'. 3. Customer believes the product is suitable for daily use (office, school, picnic, beach). 4. Customer believes the color (Gray) and design (soft tote) align with preferences for practicality and style.
Customer Desire: 1. Customer desires a lunch box that fulfills functional needs (Order: need for prepared environments). 2. Customer desires a product that reflects gender-specific preferences (Social Status: need for social significance). 3. Customer desires reliability and durability (Tranquility: need for security). 4. Customer desires convenience (Independence: need for self-reliance).
Customer Intention: 1. Customer intends to find a lunch box tailored for women. 2. Customer intends to prioritize features like insulation and leakproof design. 3. Customer intends to verify if the product’s unisex labeling ('for Women Men') meets their gender-specific preference. 4. Customer intends to assess the product’s size (16L) and portability (adjustable strap) for daily use.


assistant

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