JackyChunKit/Qwen3_SFT_Post huggingface dataset:
Task: Multiclass_Product_Classification


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


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

Query: room accessories for men
Product: Headphone Stand with USB Charger COZOO Desktop Gaming Headset Holder Hanger with 3 USB Charger and 2 Outlets - Suitable for Gaming, DJ, Wireless Earphone Display (Black)

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

Customer Belief: Customer believes: (1) room accessories for men are items that enhance a male's living space; (2) room accessories should have a masculine or gender-neutral design; (3) the product is primarily a tech accessory for organizing headphones; (4) room accessories may include functional items like organizers or chargers.
Customer Desire: Customer desires: (1) Order (need for an organized space) (Desire 8); (2) Saving (need to accumulate functional items) (Desire 12); (3) Social status (need for products that reflect personal style) (Desire 14); (4) Power (need to control their environment through practical tools) (Desire 10).
Customer Intention: Customer intends: (1) to purchase a product that organizes tech gear in a room; (2) to find a multi-functional item combining storage and charging; (3) to select accessories that align with a masculine aesthetic; (4) to prioritize practicality over decorative appeal.


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: 1/2 durable sink hose without connectors
Product: Flex-Steel Garden Hose (50ft): 304 Stainless Steel with Premium Brass Connectors, Wider 5/8" Diameter for Optimal Water Pressure - Ultra Durable, Lightweight, Flexible, Kink-Free, and UV Resistant

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 hose must be 1/2 inch in diameter. (2) The hose must be durable. (3) The hose is intended for a sink. (4) The hose should not include connectors.
Customer Desire: Customer desires: (1) Order (need for precise specifications). (2) Independence (need to avoid unnecessary components like connectors). (3) Saving (need to avoid purchasing additional parts). (4) Tranquility (need for reliability and longevity).
Customer Intention: Customer intends: (1) Find a hose that strictly matches the 1/2 inch diameter. (2) Avoid purchasing a hose with pre-attached connectors. (3) Ensure the hose’s durability aligns with their requirements. (4) Verify compatibility with their sink setup.


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: how to starve cancer without starving yourself
Product: HOW TO STARVE CANCER: The Complete Guide to Surviving Cancer Without Starving Yourself

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 directly addresses their query about starving cancer without self-starvation. (2) the product provides a comprehensive guide to surviving cancer. (3) the product may offer scientifically-backed methods. (4) the product is a credible source for cancer management strategies.
Customer Desire: Customer desires: (1) Curiosity (to gain knowledge about cancer treatment). (2) Tranquility (to feel secure in managing cancer safely). (3) Idealism (to access socially just or ethical health solutions). (4) Independence (to self-manage their health without dependency on extreme measures).
Customer Intention: Customer intends: (1) to purchase the product for its direct alignment with their query. (2) to read the guide for actionable steps. (3) to recommend the product if it meets expectations. (4) to apply the methods to their own cancer management plan.


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: dana fox watercolor with me
Product: Everyday Watercolor: Learn to Paint Watercolor in 30 Days

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 'Dana Fox' is a specific artist or instructor. 2. Customer believes the query seeks a guided, real-time watercolor tutorial. 3. Customer believes the product is a structured 30-day course. 4. Customer believes the product may not involve Dana Fox.
Customer Desire: 1. Curiosity (Desire 2): Customer desires to learn watercolor techniques. 2. Social contact (Desire 13): Customer desires interactive or community-based learning. 3. Order (Desire 8): Customer desires a systematic, step-by-step program. 4. Independence (Desire 7): Customer desires self-paced learning.
Customer Intention: 1. Customer intends to find a structured watercolor course. 2. Customer intends to learn independently. 3. Customer intends to substitute Dana Fox’s content with a similar resource. 4. Customer intends to follow a time-bound plan.


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: here for a good time not a long
Product: How to Be an Antiracist

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 should provide entertainment or a 'good time'. 2. Customer believes the product is a book. 3. Customer believes the product addresses social justice or antiracism. 4. Customer believes the product is not designed for short-term enjoyment.
Customer Desire: 1. Customer desires social contact (Desire 13) for a fun, lighthearted experience. 2. Customer desires tranquility (Desire 15) to avoid heavy or serious content. 3. Customer desires independence (Desire 7) to prioritize personal enjoyment over societal issues. 4. Customer desires romance (Desire 11) or leisure, implied by 'good time'.
Customer Intention: 1. Customer intends to find a product focused on entertainment. 2. Customer intends to avoid educational or socially dense material. 3. Customer intends to prioritize short-term enjoyment over long-term engagement. 4. Customer intends to disregard products unrelated to leisure.


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: braid lace wig
Product: BTWTRY Micro Braided Lace Front Wigs Dark Roots Brown Ombre Honey Blonde Wig with Baby Hair Heat Resistant Fiber Synthetic Lace Front Braid Wig Box Braids Wig (24inch,Honey Blonde)

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 braid lace wig should have a braided style; (2) a braid lace wig requires a lace front for a natural hairline; (3) the color (e.g., honey blonde) and dark roots are important features; (4) heat-resistant synthetic fiber is a desirable material for durability.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to enhance appearance and social standing with a high-quality wig; (2) Curiosity (Desire 2) - to confirm the product matches their understanding of a braid lace wig; (3) Order (Desire 8) - to ensure the product aligns with their prepared expectations; (4) Saving (Desire 12) - to invest in a durable product that lasts.
Customer Intention: Customer intends: (1) Verify if the product has a braided style; (2) Confirm the presence of a lace front; (3) Check if the color (honey blonde with dark roots) matches their preference; (4) Assess the material (heat-resistant synthetic fiber) for quality.


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: wife beatters mens 4xl big and tall
Product: Russell Athletic Men's Cotton Performance Tank Top, 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) 'wife beaters' refers to tank tops; (2) 4XL size is required for a proper fit; (3) the product title includes 'tank top,' which matches the query type; (4) the product's size (L) does not meet the 4XL specification.
Customer Desire: Customer desires: (1) Order (need for specifications to be met); (2) Independence (need to find a product that aligns with their requirements without compromise); (3) Acceptance (need to feel the product matches their expectations); (4) Social status (need for clothing that fits their body type appropriately).
Customer Intention: Customer intends: (1) To purchase a tank top in 4XL size; (2) To verify if the product meets the 'big and tall' criteria; (3) To confirm the product’s size availability; (4) To ensure the product type aligns with the slang term 'wife beaters.'


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: stylus pen for samsung note 9 with bluetooth
Product: SAMSUNG Official Original Galaxy Note 9 S Pen Stylus (Black)

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

Customer Belief: Customer believes: (1) the product is an official Samsung accessory, (2) the product is compatible with Samsung Note 9, (3) the product includes Bluetooth functionality, (4) the S Pen is the default stylus for Samsung Note 9.
Customer Desire: Customer desires: (1) Curiosity (to confirm product specifications), (2) Order (to ensure the product meets exact query requirements), (3) Power (to control device features via Bluetooth), (4) Social status (to own an authentic Samsung product).
Customer Intention: Customer intends: (1) Purchase a stylus with Bluetooth for Samsung Note 9, (2) Verify Bluetooth functionality in the product description, (3) Compare alternatives if Bluetooth is absent, (4) Prioritize official Samsung products for compatibility.


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: 100% all natural male enhancement without caffeine
Product: Dr. Emil Nutrition Organic Lions Mane Mushroom Capsule with Absorption Enhancers, Powerful Nootropic Brain Supplement and Immune Support with 100% Organic Lions Mane Extract, 30 Day Supply

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) '100% all natural' implies a preference for organic/non-synthetic ingredients (Belief). (2) 'Male enhancement' refers to improving sexual health or performance (Belief). (3) 'Without caffeine' indicates avoidance of stimulants (Belief). (4) The product title lacks explicit mention of male enhancement benefits (Belief).
Customer Desire: Customer desires: (1) **Power** (control over sexual health/performance). (2) **Tranquility** (safety from synthetic additives/caffeine). (3) **Honor** (alignment with natural/organic values). (4) **Physical Activity** (improved bodily function).
Customer Intention: Customer intends: (1) Find a product that directly addresses male enhancement (Intention). (2) Verify absence of caffeine (Intention). (3) Prioritize organic/natural ingredients (Intention). (4) Reject products unrelated to sexual health (Intention).


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: robert cray stratocaster
Product: Fender Alder Stratocaster Body - Vintage Bridge Routing - Candy Apple

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) Robert Cray Stratocaster is a specific guitar model. (2) The product is a Stratocaster body, not a complete guitar. (3) Vintage Bridge Routing may align with Robert Cray specifications. (4) Candy Apple color might not be exclusive to the Robert Cray model.
Customer Desire: Customer desires: (1) Honor (authentic Robert Cray model). (2) Order (complete, ready-to-use product). (3) Curiosity (specific technical specs). (4) Social Status (ownership of a signature model).
Customer Intention: Customer intends: (1) Verify if the body matches Robert Cray specs. (2) Use the body as a component to build a replica. (3) Confirm color compatibility. (4) Check availability of other required parts.


assistant

Answer: C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.