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: f. paul wilson last
Product: The Haunted Air: Repairman Jack Series, Book 6

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 'f. paul wilson last' refers to a book by author F. Paul Wilson. 2. Customer believes 'last' may indicate the latest or final book in a series. 3. Customer believes the product title 'The Haunted Air: Repairman Jack Series, Book 6' is part of a series by F. Paul Wilson. 4. Customer believes the query might contain a typo or incomplete title (e.g., 'last' instead of a specific book name).
Customer Desire: 1. Customer desires to find the latest/final book by F. Paul Wilson (Desire: Curiosity/Social Status). 2. Customer desires to confirm the author’s works (Desire: Order). 3. Customer desires to complete a collection of the Repairman Jack series (Desire: Saving). 4. Customer desires clarity on whether the product matches their search intent (Desire: Tranquility).
Customer Intention: 1. Customer intends to verify if the product is the latest/final book in the Repairman Jack series. 2. Customer intends to confirm if F. Paul Wilson authored the product. 3. Customer intends to check if the product aligns with their understanding of the 'last' book. 4. Customer intends to resolve ambiguity in the query (e.g., typo correction).


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: orion apex
Product: Razer Cynosa Chroma Gaming Keyboard: Individually Backlit RGB Keys - Spill-Resistant Design - Programmable Macro Functionality - Quiet & Cushioned

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 'Orion Apex' refers to a specific product. 2. Customer believes the product title must match the query exactly. 3. Customer believes 'Orion Apex' may relate to gaming peripherals. 4. Customer believes the product should have features like RGB lighting or programmable keys (common in gaming keyboards).
Customer Desire: 1. Customer desires a product that matches their exact query (Order - need for prepared, established environments). 2. Customer desires high-quality gaming gear (Social Status - need for social significance). 3. Customer desires functional substitutes if the exact product is unavailable (Independence - need to be self-reliant). 4. Customer desires clarity on product relevance (Curiosity - need to gain knowledge).
Customer Intention: 1. Customer intends to confirm if the product matches 'Orion Apex'. 2. Customer intends to compare features of the listed product with their expectations. 3. Customer intends to seek alternatives if the product is irrelevant. 4. Customer intends to verify compatibility with their setup.


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: queen air mattress without pump
Product: Giftway Twin Size Air Mattress Inflatable Mattresses - 9" Raised Single Blow Up Air Bed Foldable Airbed with Flocked Top Patch Kit - Portable Camping Air Mattress for Guest/Travel/Housewarming Gifts

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 must be a queen-sized air mattress. 2. Customer believes the product should not include a pump. 3. Customer believes the product is intended for temporary use (e.g., camping, guests). 4. Customer believes the absence of a pump in the product title implies it lacks one.
Customer Desire: 1. Customer desires order (Desire 8) to ensure the product matches specific requirements (queen size, no pump). 2. Customer desires independence (Desire 7) to avoid reliance on external tools like a pump. 3. Customer desires saving (Desire 12) by purchasing a product that meets exact needs without additional costs. 4. Customer desires tranquility (Desire 15) to ensure the product is secure and functional for their use case.
Customer Intention: 1. Customer intends to confirm the mattress size matches 'queen.' 2. Customer intends to verify the absence of a pump. 3. Customer intends to assess portability for use in camping/guest scenarios. 4. Customer intends to compare product features with their 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: plastic whisk
Product: Iconikal Collapsible 2-In-1 Balloon/Flat Whisk, Green, 12-Inch

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 made of plastic. 2. Customer believes the product is collapsible. 3. Customer believes the product has a dual function (balloon/flat whisk). 4. Customer believes the product is 12 inches long and green.
Customer Desire: 1. Customer desires a functional kitchen tool (Physical Activity). 2. Customer desires a durable and easy-to-clean utensil (Tranquility). 3. Customer desires a space-saving design (Order). 4. Customer desires a modern or aesthetically pleasing product (Social Status).
Customer Intention: 1. Customer intends to purchase a plastic whisk. 2. Customer intends to find a collapsible kitchen tool for storage efficiency. 3. Customer intends to acquire a versatile whisk for different cooking tasks. 4. Customer intends to prioritize specific features like size and color.


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: halloween flare dress
Product: LAI MENG FIVE CATS Women's 3/4 Sleeve Floral Print Button up Casual A-line Party Swing Midi Dress

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 'halloween flare dress' requires a Halloween-themed design (e.g., spooky motifs, orange/black colors). 2. Customer believes 'flare' refers to a flared/A-line silhouette. 3. Customer believes the product lacks Halloween-specific elements (floral print ≠ Halloween theme). 4. Customer believes the product’s 'party swing midi' style aligns with event-appropriate attire.
Customer Desire: 1. Customer desires social status (Desire #14) to stand out at a Halloween event. 2. Customer desires idealism (Desire #6) to adhere to Halloween aesthetics. 3. Customer desires romance (Desire #11) to attract attention. 4. Customer desires order (Desire #8) to find a dress matching specific criteria.
Customer Intention: 1. Customer intends to prioritize Halloween-themed designs. 2. Customer intends to verify if the flare silhouette matches expectations. 3. Customer intends to compare the product with Halloween-specific alternatives. 4. Customer intends to consider the product as a substitute if exact matches are unavailable.


assistant

Answer: B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
Task: Multiclass_Product_Classification


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


user
Instruction: Analyze the query and product title to assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: hanging toy organizer for kids
Product: Hanging Mesh Storage Organizer Foldable Space Saver Bags Toy Storage Basket for Kids Room Bathroom Wardrobe Wall Balcony 4 Compartments, 2 Pack Grey

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 hanging storage solution, (2) the product is designed for organizing toys, (3) the product is intended for use in kids' rooms, (4) the product has 4 compartments and is foldable for space-saving.
Customer Desire: Customer desires: (1) Order (need for organized environments) to manage toys efficiently, (2) Saving (need to accumulate/optimize space) to reduce clutter, (3) Family (need to care for offspring) by maintaining a tidy space for children, (4) Independence (need for self-reliance) through practical storage solutions.
Customer Intention: Customer intends: (1) to purchase a hanging organizer for toy storage, (2) to maximize space efficiency in kids' rooms, (3) to ensure the product is safe and suitable for children, (4) to use the product in multiple locations (e.g., wardrobe, balcony).


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: rebel without a green card
Product: Cards Against Humanity

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) 'rebel without a green card' refers to a product addressing immigration or rebellion themes. (2) The product might involve political satire or activism. (3) 'Green card' implies a connection to legal status or documentation. (4) The product title 'Cards Against Humanity' suggests a game with provocative or rebellious content.
Customer Desire: Customer desires: (1) **Independence** (need to rebel against authority/norms). (2) **Idealism** (need for social justice related to immigration). (3) **Power** (need to challenge systems like immigration policies). (4) **Curiosity** (need to explore rebellious or satirical themes).
Customer Intention: Customer intends: (1) To purchase a product addressing rebellion against legal/immigration systems. (2) To engage with politically charged humor. (3) To find a game that critiques societal norms. (4) To acquire a product symbolizing defiance (e.g., mocking documentation like green cards).


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: hurricane spin mop
Product: O-Cedar EasyWring Microfiber Spin Mop, Bucket Floor Cleaning System

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) 'hurricane spin mop' refers to a specific type of spin mop with particular features. (2) The product title includes 'spin mop' and 'bucket floor cleaning system', which aligns with the query. (3) The absence of the term 'hurricane' in the product title may indicate a different brand or model. (4) The product’s microfiber material and 'EasyWring' feature suggest functional similarities to the query.
Customer Desire: Customer desires: (1) Order (need for a prepared, efficient cleaning tool) (Desire). (2) Independence (need for a self-reliant, easy-to-use product) (Desire). (3) Power (need to control the mop’s functionality, e.g., spinning mechanism) (Desire). (4) Tranquility (need for a secure, reliable cleaning solution) (Desire).
Customer Intention: Customer intends: (1) To identify a spin mop that matches the query’s specifications. (2) To verify if the product’s features (e.g., bucket system, microfiber) meet their needs. (3) To compare the product’s brand/model with the query’s implied expectations. (4) To determine if the product can functionally substitute a 'hurricane' branded mop.


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: track teturn
Product: My Shipments

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 'track teturn' is a typo for 'track return'. (B1) 2. Customer believes the product 'My Shipments' is related to shipment tracking. (B2) 3. Customer believes tracking returns requires a specific feature not explicitly mentioned in the product title. (B3) 4. Customer believes a product named 'My Shipments' may not specialize in return tracking. (B4)
Customer Desire: 1. Customer desires Order (desire 8) to efficiently track return shipments. (D1) 2. Customer desires Tranquility (desire 15) to ensure their return is secure and traceable. (D2) 3. Customer desires Curiosity (desire 2) to confirm the status of their return. (D3) 4. Customer desires Social Contact (desire 13) to resolve shipment-related issues. (D4)
Customer Intention: 1. Customer intends to use 'My Shipments' as a substitute for return tracking despite uncertainty. (I1) 2. Customer intends to verify if 'My Shipments' supports return tracking. (I2) 3. Customer intends to seek alternative solutions if the product lacks return tracking. (I3) 4. Customer intends to contact support for clarification. (I4)


assistant

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