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 determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: paint by numbers for adults
Product: Paint by Numbers DIY Acrylic Painting Kit for Kids & Adults by iCoostor  16 x 20Silent Harbor Pattern with 3 Brushes & Bright Colors

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) 'paint by numbers for adults' implies the product should be tailored for adult users. (2) The product should include all necessary materials (e.g., brushes, paints). (3) The product title mentions 'Kids & Adults,' suggesting dual suitability. (4) The design (Silent Harbor Pattern) and size (16x20) are appropriate for adult preferences.
Customer Desire: Customer desires: (1) Curiosity (Desire #2) - to engage in a creative, knowledge-building activity. (2) Order (Desire #8) - to follow a structured, pre-designed painting process. (3) Independence (Desire #7) - to complete the project autonomously. (4) Tranquility (Desire #15) - to enjoy a relaxing hobby.
Customer Intention: Customer intends: (1) To purchase a product exclusively or primarily designed for adults. (2) To ensure the kit includes all tools (brushes, colors) for completion. (3) To verify the complexity/design aligns with adult skill levels. (4) To avoid products overly simplified for children.


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: glass bowl
Product: Pandamama Wall Hanging Vase for hydroponics Plants Small Goldfish Bowl hydroponics vase Styled Ornament Glass Vase Flower Plants

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 made of glass; (2) the product is labeled as a 'bowl' in the title; (3) the product is designed for hydroponics, plants, or small aquatic life like goldfish; (4) the product is a wall-hanging vase with ornamental styling.
Customer Desire: Customer desires: (1) Order (need for a product that matches the functional specifications of a 'glass bowl'); (2) Curiosity (need to confirm if the product aligns with their understanding of a 'glass bowl'); (3) Social status (need for a decorative item that enhances their space); (4) Independence (need to find a product that fulfills their specific use case without compromise).
Customer Intention: Customer intends: (1) Verify if the product is a standard glass bowl; (2) Determine if the product can functionally substitute a traditional glass bowl; (3) Assess decorative vs. functional utility; (4) Confirm compatibility with their intended use (e.g., holding water, plants, or fish).


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: eye brightener pencil
Product: Maybelline New York Eyestudio Lasting Drama Waterproof Gel Pencil, Soft Nude, 0.037 Ounce

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) an eye brightener pencil is needed to enhance eye appearance; (2) nude shades can brighten the eye area; (3) waterproof formulas are important for longevity; (4) gel pencils provide smooth application.
Customer Desire: Customer desires: (1) Social Status (Desire 14) - to improve appearance and social standing; (2) Tranquility (Desire 15) - to feel secure about their look; (3) Order (Desire 8) - to use a reliable, established product; (4) Saving (Desire 12) - to invest in a long-lasting product.
Customer Intention: Customer intends: (1) find a product that brightens the eyes; (2) select a nude shade for a natural brightening effect; (3) prioritize waterproof formulas; (4) choose a gel pencil for ease of 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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: oury grips white
Product: Oury PWC-PUR Purple Grip (Perfect for ATV and PWC with Thumb Throttles)

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) Oury grips are a specific brand/product they need. (2) The color 'white' is a critical specification. (3) The product is intended for use with ATV/PWC vehicles. (4) Color accuracy impacts aesthetic or functional compatibility.
Customer Desire: Customer desires: (1) Order (need for precise specifications, i.e., white color). (2) Social status (preference for a trusted brand like Oury). (3) Independence (to select the exact product without compromise). (4) Saving (to avoid purchasing incorrect/incompatible products).
Customer Intention: Customer intends: (1) To purchase Oury grips in white. (2) To verify color availability. (3) To confirm brand authenticity. (4) To avoid substitutes that deviate from 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 determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: microphone kit
Product: XLR Condenser Microphone, UHURU Professional Studio Cardioid Microphone Kit with Boom Arm, Shock Mount, Pop Filter, Windscreen and XLR Cable, for Broadcasting,Recording,Chatting and YouTube(XM-900)

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 'microphone kit' should include a microphone and essential accessories; (2) the product title explicitly lists a microphone, boom arm, shock mount, pop filter, windscreen, and XLR cable; (3) the product is labeled as 'professional studio' equipment; (4) the product is marketed for applications like broadcasting, recording, and YouTube.
Customer Desire: Customer desires: (1) Curiosity (to gain knowledge about a functional, complete microphone setup); (2) Tranquility (to ensure the product is reliable and secure for professional use); (3) Social status (to use a high-quality product that enhances their credibility); (4) Independence (to have a self-sufficient setup without needing additional purchases).
Customer Intention: Customer intends: (1) Confirm the product includes all components of a 'microphone kit'; (2) Verify the product meets professional standards; (3) Assess suitability for their specific use cases (e.g., YouTube); (4) Compare the product with other kits to ensure completeness.


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'm fine and neither are you
Product: New In Town

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 query 'i'm fine and neither are you' is a sarcastic or emotionally charged statement, possibly referencing a song, poem, or cultural phrase. 2. Customer believes the product 'New In Town' relates to relocation, starting anew, or a comedy (e.g., a movie title). 3. Customer believes the product may not directly address the emotional or confrontational tone of the query. 4. Customer believes the query and product title lack thematic or contextual overlap.
Customer Desire: 1. Customer desires social contact (Desire 13) to express or resolve emotional tension implied in the query. 2. Customer desires independence (Desire 7) to assert individuality, as suggested by the defiant tone of the query. 3. Customer desires tranquility (Desire 15) to alleviate emotional conflict hinted in the query. 4. Customer desires vengeance (Desire 16) to 'win' or assert dominance in a personal conflict, aligning with the query's confrontational tone.
Customer Intention: 1. Customer intends to find a product that mirrors the emotional complexity of the query. 2. Customer intends to use the product title as a metaphorical expression of their feelings. 3. Customer intends to validate their emotional state through a relatable product. 4. Customer intends to disregard products that lack thematic alignment with the query.


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: purple seashell top
Product: Wuchieal Women's Belly Dance Costume Sequin Bra Tassel Top with Chest Party Club Wear Bra Top (One Size, Purple)

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 purple (Belief). Customer believes the product is a type of top (Belief). Customer believes the product lacks explicit seashell design elements (Belief). Customer believes the product is intended for belly dance or party use rather than casual/beachwear (Belief).
Customer Desire: Customer desires a purple-colored top (Desire: Order). Customer desires a top with seashell-themed aesthetics (Desire: Idealism). Customer desires a product that matches their visual expectations (Desire: Curiosity). Customer desires functional suitability for their intended use (Desire: Tranquility).
Customer Intention: Customer intends to confirm if the product matches the color 'purple' (Intention). Customer intends to verify the presence of seashell design (Intention). Customer intends to assess if the product can substitute for a seashell-themed top (Intention). Customer intends to evaluate the product’s suitability for non-dance contexts (Intention).


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: shed no more
Product: If You Can't Quit Cryin', You Can't Come Here No More: A Family's Legacy of Poverty, Crime and Mental Illness in Rural America

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) 'shed no more' refers to stopping tears or emotional distress. (2) The product is a self-help guide to overcome emotional struggles. (3) The product title's phrasing ('quit cryin') implies practical advice for emotional control. (4) The product may use metaphorical language about emotional resilience.
Customer Desire: Customer desires: (1) Tranquility (need to feel secure and protected from emotional pain). (2) Curiosity (need to understand methods to stop crying). (3) Independence (need to self-manage emotions). (4) Honor (need to uphold personal dignity by overcoming perceived weakness).
Customer Intention: Customer intends: (1) Find a product that directly addresses stopping tears. (2) Understand the root causes of emotional struggles. (3) Seek validation for their emotional state. (4) Discover coping mechanisms for emotional regulation.


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 assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: thermo switch temperature
Product: PartsSquare 185 to 200 Degree Electric Fan Thermostat Sensor Temperature Switch 50 amp Relay 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) the product is a type of thermo switch; (2) the product specifies a temperature range (185-200°C); (3) the product includes a 50 amp relay kit; (4) the query does not explicitly mention a relay, causing ambiguity about necessity.
Customer Desire: Customer desires: (1) Order (need for precise specifications matching the query); (2) Tranquility (need for a reliable component to avoid system failure); (3) Curiosity (need to confirm technical compatibility); (4) Saving (need to avoid purchasing unnecessary additional components).
Customer Intention: Customer intends: (1) Verify if the product’s temperature range aligns with their application; (2) Determine if the relay kit is essential or redundant; (3) Compare with other products lacking a relay; (4) Confirm whether the relay enhances or complicates installation.


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: remote control car thunder tumbler
Product: VAZILLIO Remote Control Car for Kids, Tornado RC Stunt Car Toy, Double Sided 360 Rotate, Spin, Flip Stunt RC Cars High Speed Racing Car with Headlights, Stunt RC Crawler for Boys & Girls (Orange)

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) 'Thunder Tumbler' refers to a specific type of remote control car with tumbling or stunt capabilities. (2) The product title mentions 'stunt' features like 360 rotation, spin, and flip, which align with the query's implied functionality. (3) The product does not explicitly include 'Thunder Tumbler' in its name. (4) The product includes additional features like headlights and high speed, which may exceed the query’s specifications.
Customer Desire: Customer desires: (1) Curiosity (to gain knowledge about a product matching the query’s stunt capabilities). (2) Physical activity (to engage in dynamic play with a high-performance RC car). (3) Order (to find a product that fulfills the expected functionality of a 'Thunder Tumbler'). (4) Tranquility (to ensure the product is safe and durable for kids).
Customer Intention: Customer intends: (1) To identify if the product matches the 'Thunder Tumbler' specifications. (2) To evaluate if the stunt features (360 rotation, flip) compensate for the absence of the exact query term. (3) To compare the product’s additional attributes (e.g., headlights, racing speed) with their needs. (4) To decide whether the product is a functional substitute.


assistant

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