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

Query: the art book for children
Product: Yayoi Kusama Covered Everything in Dots and Wasn't Sorry.

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 art-related book intended for children, (2) the book should contain visually engaging content suitable for children, (3) the book may introduce famous artists or art styles to children, (4) the product title suggests a focus on creativity (e.g., dots as an artistic element).
Customer Desire: Customer desires: (1) Curiosity (to provide educational content about art for children), (2) Family (to nurture a child’s creativity and learning), (3) Order (to offer structured or age-appropriate artistic knowledge), (4) Idealism (to inspire appreciation for art and self-expression).
Customer Intention: Customer intends: (1) Purchase a book that combines art education with child-friendly content, (2) Select a product that aligns with developmental needs of children, (3) Choose a book featuring accessible and engaging artistic themes, (4) Avoid products unrelated to art or unsuitable for children.


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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: cindy trimm cd
Product: Prevail: Discover Your Strength in Hard Places

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 'cindy trimm cd' refers to a CD by Cindy Trimm, a known author/speaker on spiritual topics. 2. Customer believes the product title 'Prevail: Discover Your Strength in Hard Places' may relate to themes Cindy Trimm discusses (e.g., resilience, faith). 3. Customer believes the product might not explicitly mention 'Cindy Trimm' or 'CD' in its title. 4. Customer believes the product could be a book or alternative format rather than a CD.
Customer Desire: 1. Customer desires to acquire a CD by Cindy Trimm (Order, Curiosity). 2. Customer desires content aligned with Cindy Trimm’s teachings (Curiosity, Idealism). 3. Customer desires clarity on whether the product matches their search (Order). 4. Customer desires a functional substitute if the exact CD is unavailable (Independence, Saving).
Customer Intention: 1. Customer intends to verify if the product is a Cindy Trimm CD. 2. Customer intends to assess if the product’s theme aligns with Cindy Trimm’s work. 3. Customer intends to seek alternative products if this is not a CD. 4. Customer intends to confirm the product’s format (e.g., book vs. CD).


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: games for teens and young adults
Product: Exploding Kittens - A Russian Roulette Card Game, Easy Family-Friendly Party Games - Card Games for Adults, Teens & Kids - 2-5 Players

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 designed for teens and young adults; (2) the game is family-friendly and suitable for group play; (3) the 'Russian Roulette' theme implies excitement without excessive complexity; (4) the product supports 2-5 players, aligning with social gaming needs.
Customer Desire: Customer desires: (1) Social Contact (Desire 13) - to foster relationships through group activities; (2) Curiosity (Desire 2) - to engage in intellectually stimulating gameplay; (3) Family (Desire 4) - to involve family members in shared activities; (4) Order (Desire 8) - to use a structured, easy-to-learn game.
Customer Intention: Customer intends: (1) to purchase a game that appeals to both teens and young adults; (2) to ensure the game is age-appropriate and engaging; (3) to select a game that facilitates group interaction; (4) to prioritize simplicity and safety for younger players.


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: tankless water heaters
Product: Takagi T-H3-DV-N Condensing High Efficiency Natural Gas Indoor Tankless Water Heater, 10-Gallon Per Minute, 199,000 BTU

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) tankless water heaters are energy-efficient and provide continuous hot water; (2) tankless water heaters save space compared to traditional tank-based heaters; (3) natural gas is a preferred fuel source for water heaters; (4) high BTU and GPM ratings are critical for performance.
Customer Desire: Customer desires: (1) **Order** (need for efficiency and reliability in product specifications); (2) **Saving** (need to reduce energy costs and physical space usage); (3) **Tranquility** (need for a secure, long-lasting appliance); (4) **Power** (need for control over water heating performance).
Customer Intention: Customer intends: (1) to identify a tankless water heater explicitly labeled as such; (2) to confirm compatibility with natural gas; (3) to verify a flow rate of at least 10 GPM; (4) to ensure the product meets high BTU efficiency standards.


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: 10 ml 10cc syringes without needle
Product: 22 Pack 10ml Plastic Syringe Without Needle with Measurement, No Needle Suitable for Scientific Labs, Refilling and Measuring Liquids, Feeding Pets, Oil or Glue Applicator (10ml)

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) 10ml and 10cc are equivalent measurements. (2) The product explicitly states 'No Needle,' aligning with the query requirement. (3) The product’s 10ml capacity matches the query’s specifications. (4) The 22-pack quantity may meet or exceed their needs.
Customer Desire: Customer desires: (1) Order (need for precise specifications like 10ml/10cc and no needle). (2) Saving (need to acquire sufficient quantity for intended uses). (3) Independence (need for reliable tools to perform tasks like refilling liquids or feeding pets). (4) Curiosity (need to confirm technical compatibility).
Customer Intention: Customer intends: (1) To confirm the syringe volume matches 10ml/10cc. (2) To ensure no needle is included. (3) To verify the quantity (22-pack) is acceptable. (4) To assess if the product’s applications (e.g., measuring liquids, feeding pets) align with their use case.


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: medical math
Product: Nursing Dosage Calculation Workbook: 24 Categories Of Problems From Basic To Advanced! (Dosage Calculation Success Series)

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 'medical math' involves calculations related to healthcare, such as medication dosages. 2. Customer believes the product is a specialized workbook for nursing dosage calculations. 3. Customer believes the product covers a range of problem types, from basic to advanced. 4. Customer believes the product is part of a series aimed at achieving success in dosage calculations.
Customer Desire: 1. Customer desires to gain knowledge about medical calculations (Curiosity). 2. Customer desires accuracy and reliability in medical math (Order). 3. Customer desires preparation for safe clinical practice (Tranquility). 4. Customer desires professional competence (Social Status).
Customer Intention: 1. Customer intends to purchase a resource for mastering dosage calculations. 2. Customer intends to use the workbook to improve their medical math skills. 3. Customer intends to recommend the product if it meets their needs. 4. Customer intends to seek alternatives if the product is overly niche.


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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: disney face masks
Product: Disney tinker bell kids mask 100% cotton double layer fabric.

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) Disney-themed face masks are available. (2) The product is specifically designed for kids. (3) Tinker Bell is a Disney character, making the product authentic. (4) 100% cotton and double-layer fabric ensure safety and comfort.
Customer Desire: Customer desires: (1) Social status (Desire 14) - owning a branded Disney product. (2) Family (Desire 4) - ensuring safety for their children. (3) Order (Desire 8) - a reliable, high-quality product. (4) Tranquility (Desire 15) - protection from health risks.
Customer Intention: Customer intends: (1) Purchase a Disney-themed face mask. (2) Ensure the mask is safe for kids. (3) Verify the material quality (cotton, double-layer). (4) Confirm the product’s authenticity via Disney branding.


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: fall treat boxes
Product: ONE MORE 6"Brown Bakery Boxes with PVC Window for Pie and Cookies Boxes Small Natural Craft Paper Box 6x6x2.5inch,12 of Pack

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) 'fall treat boxes' are seasonal packaging for autumn-themed baked goods. (2) The product should securely hold items like cookies or pies. (3) A window display is important for showcasing treats. (4) The box material should be food-safe and durable.
Customer Desire: Customer desires: (1) Order (need for prepared, conventional packaging) (2) Social Contact (need to share treats with others) (3) Honor (need to align with seasonal traditions) (4) Saving (need to accumulate/store treats).
Customer Intention: Customer intends: (1) Purchase boxes explicitly labeled for fall/holiday use. (2) Verify box dimensions and window suitability for treat display. (3) Confirm material safety for food items. (4) Use boxes for gifting or seasonal events.


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: shed no more
Product: Rubbermaid Large Plastic Vertical Resin Weather Resistant Storage Shed, Bike Shed, Lawn Mover Storage, 5 x 6 Feet, Sandstone

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) They need a storage solution to reduce clutter. (2) A shed can help organize outdoor equipment. (3) The product must be weather-resistant for durability. (4) The shed should accommodate large items like bikes and lawn mowers.
Customer Desire: Customer desires: (1) Order (need for an organized environment) (2) Saving (need to accumulate and store items) (3) Independence (self-reliant storage solution) (4) Tranquility (secure storage to protect belongings).
Customer Intention: Customer intends: (1) Purchase a shed to declutter their space. (2) Compare product durability and size specifications. (3) Ensure the shed meets specific storage needs. (4) Verify weather resistance for long-term use.


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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: hawaiian tropic sunscreen
Product: Hawaiian Tropic Silk Hydration Weightless Clear Spray Sunscreen, Broad-Spectrum Protection, SPF 50, 6 Ounces - 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) 'Hawaiian Tropic' is a trusted sunscreen brand. (2) The product is a sunscreen spray. (3) The product offers SPF 50 protection. (4) The product is sold in a pack of 3.
Customer Desire: Customer desires: (1) Tranquility (need for skin protection from sun damage). (2) Physical Activity (need for easy application via spray format). (3) Saving (need to buy in bulk for cost efficiency). (4) Order (need for a product that matches their expectations of brand and specifications).
Customer Intention: Customer intends: (1) Purchase the product if it matches all query criteria. (2) Compare the product with other sunscreens if uncertain. (3) Check reviews to confirm product reliability. (4) Buy the product as a functional substitute if minor discrepancies exist.


assistant

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