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: the nativity story movie
Product: The Nativity

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 that 'The Nativity' refers to the movie about the birth of Jesus (nativity story). Customer believes the product is a film. Customer believes the product title is an abbreviated or alternative name for the full movie title. Customer believes the product may lack explicit mention of 'story' or 'movie' in its title, causing ambiguity.
Customer Desire: Customer desires to satisfy curiosity (Reiss's desire #2) by gaining knowledge about the nativity story through a movie. Customer desires order (Reiss's desire #8) through a product that matches their mental model of a complete, explicitly labeled film. Customer desires social contact (Reiss's desire #13) through shared cultural/religious storytelling. Customer desires honor (Reiss's desire #5) by aligning with traditional religious narratives.
Customer Intention: Customer intends to verify if 'The Nativity' explicitly refers to the full movie. Customer intends to check runtime/format details to confirm it's a movie. Customer intends to compare the product title with known movie titles. Customer intends to read product descriptions for confirmation.


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: lucky charms marshmallows
Product: Swiss Miss Milk Chocolate Flavor Hot Cocoa Mix With Lucky Charms Marshmallows, 1.38 Oz. 6Count, 9.18 Oz

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 contains Lucky Charms marshmallows. 2. Customer believes the product is a hot cocoa mix. 3. Customer believes Lucky Charms marshmallows are a distinct component. 4. Customer believes the product is a multipack (6Count).
Customer Desire: 1. Customer desires to consume Lucky Charms marshmallows (Eating, desire 3). 2. Customer desires to try a novel combination of hot cocoa and Lucky Charms marshmallows (Curiosity, desire 2). 3. Customer desires to save time by purchasing a pre-mixed product (Saving, desire 12). 4. Customer desires a product that aligns with their preference for branded marshmallows (Social status, desire 14).
Customer Intention: 1. Customer intends to purchase the product to enjoy Lucky Charms marshmallows in a hot cocoa context. 2. Customer intends to verify if the marshmallows are standalone or part of the cocoa mix. 3. Customer intends to compare the product with alternatives lacking Lucky Charms marshmallows. 4. Customer intends to ensure the product meets their expectation for a convenient snack/drink.


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: 104 bcd crank arms without chainring
Product: SHIMANO SLX M7000 1x Chainring One Color, 30t

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 a chainring, not crank arms. 2. Customer believes the query specifies 'without chainring'. 3. Customer believes 104 BCD refers to bolt circle diameter compatibility. 4. Customer believes the product's 1x and 30t specifications may not align with their crank arm requirements.
Customer Desire: 1. Customer desires independence (to acquire components that function independently without dependencies). 2. Customer desires order (to match exact specifications for compatibility). 3. Customer desires power (to ensure control over their bicycle setup). 4. Customer desires saving (to avoid purchasing unnecessary components).
Customer Intention: 1. Customer intends to confirm whether the product includes crank arms. 2. Customer intends to verify compatibility with 104 BCD crank arms. 3. Customer intends to determine if the chainring is removable. 4. Customer intends to assess if the product can substitute the requested item.


assistant

Answer: C: The product does not fulfill the query, but could be used in combination with a product exactly matching 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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: black magnetic monthly calendar
Product: Arteza Monthly Dry Erase Magnetic Chalkboard Calendar Set (17x13" Black Calendar, 9x6" to-Do List, 9x6" Kitchen Conversion Chart, 12 Colorful fine tip Markers, 30 Mini Magnets, Sponge, Spray Bottle)

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

Customer Belief: Customer believes: (1) The product includes a black magnetic monthly calendar. (2) The product includes additional items like a to-do list, conversion chart, markers, and magnets. (3) The calendar’s size (17x13”) and color (black) match the query. (4) The product is a set, not just a standalone calendar.
Customer Desire: Customer desires: (1) Order (need for an organized planning tool). (2) Saving (need to accumulate functional items for efficiency). (3) Social status (need for a high-quality, comprehensive product). (4) Independence (need for a self-contained organizational system).
Customer Intention: Customer intends: (1) Purchase the product if it fully matches the query. (2) Consider the product as a functional substitute if it partially matches. (3) Seek additional products to complement gaps. (4) Reject the product if irrelevant.


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: motorcycle grip covers
Product: Audew Scooter Gloves, One Pair Waterproof Motorcycle Grip Handlebar Muff Winter Warmer Thermal Cover Glove

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) motorcycle grip covers are needed to enhance grip comfort or protection; (2) grip covers should be waterproof and thermal for winter use; (3) the product must fit motorcycle handlebars securely; (4) grip covers should be durable and easy to install.
Customer Desire: Customer desires: (1) Order (need for a prepared, protective solution for handlebars); (2) Tranquility (need for safety and protection from cold/water); (3) Saving (need to protect grips to avoid frequent replacements); (4) Physical Activity (need for comfortable riding experience).
Customer Intention: Customer intends: (1) identify a product that matches the exact specifications of 'motorcycle grip covers'; (2) compare alternatives if exact matches are unavailable; (3) ensure compatibility with their motorcycle; (4) verify cost-effectiveness and durability.


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: new age 30 garage storage cabinets
Product: Ulti-MATE UG22082G 8-Piece Garage Cabinet Kit with Bamboo Worktop in Graphite Grey Metallic

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 'New Age 30' refers to a specific brand or model of garage cabinets. 2. Customer believes the product title does not explicitly mention 'New Age 30'. 3. Customer believes the product is a garage storage cabinet kit. 4. Customer believes the product includes a bamboo worktop and graphite grey metallic finish.
Customer Desire: 1. Customer desires storage solutions for garage organization (Order). 2. Customer desires durable and high-quality products (Tranquility). 3. Customer desires alignment with a trusted or preferred brand (Social status). 4. Customer desires easy assembly or installation (Independence).
Customer Intention: 1. Customer intends to find a product matching the exact 'New Age 30' specifications. 2. Customer intends to evaluate alternative garage storage solutions. 3. Customer intends to verify compatibility with existing garage setup. 4. Customer intends to reject non-matching products.


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: disposable night guards for teeth grinding
Product: Mouth Guard for Grinding Teeth and Clenching Anti Grinding Teeth Custom Moldable Dental Night Guard Dental Night Guards to Prevent Bruxism - 8 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) disposable night guards are single-use and convenient, (2) disposable products reduce maintenance efforts, (3) disposable items are more hygienic, (4) disposable options are cost-effective for short-term use.
Customer Desire: Customer desires: (1) Convenience (Order - need for prepared environments), (2) Hygiene (Tranquility - need for security), (3) Cost-effectiveness (Saving - need to accumulate), (4) Effective teeth-grinding prevention (Curiosity - need for practical knowledge).
Customer Intention: Customer intends: (1) Find a disposable product to avoid cleaning, (2) Ensure hygiene with single-use guards, (3) Purchase an affordable multi-pack, (4) Prioritize ease of use and customization.


assistant

Answer: C: The product does not fulfill the query, but could be used in combination with a product exactly matching 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: italian cookies from italy
Product: Barnetts Biscotti Cookies Gift Basket | Christmas Gourmet Holiday Chocolate Food | Unique Idea For Him or Her Corporate Gifts, Men Women Families Thanksgiving Valentines Fathers & Mothers

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 'Biscotti' is an Italian term associated with Italian cookies. 2. Customer believes the product may not explicitly state 'from Italy' in the title. 3. Customer believes the product includes non-cookie items (e.g., chocolate, gift basket). 4. Customer believes the product is marketed for holidays/occasions rather than authentic origin.
Customer Desire: 1. Customer desires authentic Italian cookies (Honor: faithfulness to customary values). 2. Customer desires clarity on the product’s origin (Curiosity: need to verify authenticity). 3. Customer desires a product focused solely on cookies (Order: need for specificity). 4. Customer desires a gift-ready option (Social contact: need for relationship-building through gifts).
Customer Intention: 1. Customer intends to confirm if the cookies are authentically Italian. 2. Customer intends to avoid products with unnecessary additions (e.g., chocolates, gift baskets). 3. Customer intends to prioritize products explicitly labeled 'from Italy'. 4. Customer intends to evaluate if the product meets gifting needs.


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: $1 first addition charizard not fake
Product: Learning Resources Base Ten Blocks Smart Pack, Early Childhood Math Skills, Ages 5+, Multicolor

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 first edition Charizard card. (2) The product should cost around $1. (3) Authenticity ('not fake') is critical. (4) They are likely a collector or enthusiast seeking a rare item.
Customer Desire: Customer desires: (1) Social status (Reiss #14 - owning a rare collectible). (2) Saving (Reiss #12 - seeking a low price at $1). (3) Order (Reiss #8 - ensuring the item is genuine and properly categorized). (4) Curiosity (Reiss #2 - verifying authenticity).
Customer Intention: Customer intends: (1) To acquire a first edition Charizard card. (2) To confirm the product is authentic. (3) To purchase it at the stated price ($1). (4) To ensure the product matches the exact specifications (Pokémon card, not counterfeit).


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: neon light
Product: Merkury Innovations 7" inch LED Neon Red "OK" Sign, Night Light, Mood Light with Pedestal,Battery Operated Wall Art,Bedroom Decorations,Bedside Lamp,Home Accessories,Party and Holiday Decor:Neon Red

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 a neon light. 2. Customer believes the product is an LED-based alternative to traditional neon lights. 3. Customer believes the product serves decorative purposes (e.g., bedroom, party decor). 4. Customer believes the product is battery-operated and portable.
Customer Desire: 1. Customer desires a neon light for aesthetic or functional purposes (Social Status, Order). 2. Customer desires energy-efficient lighting (Saving). 3. Customer desires easy-to-install decor (Independence). 4. Customer desires versatile lighting for multiple settings (Curiosity, Social Contact).
Customer Intention: 1. Customer intends to purchase a neon light substitute. 2. Customer intends to use the product for home decoration. 3. Customer intends to enhance ambiance with mood lighting. 4. Customer intends to buy a portable option for events.


assistant

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