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: garden of life shake
Product: Garden of Life Raw Organic Perfect Food Energizer Juiced Green Superfood Powder - Yerba Mate Pomegranate, & Probiotics, Gluten Free Whole Food Greens Supplements, 30 Servings, 9.73 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: Customer believes: (1) 'garden of life shake' refers to a meal replacement or protein shake product. (2) The product should be a ready-to-mix powder for shakes. (3) The product title does not explicitly mention 'shake' but includes 'superfood powder.' (4) The product is a greens supplement with probiotics and yerba mate.
Customer Desire: Customer desires: (1) Eating (need for a convenient, nutritious food/shake). (2) Order (need for a prepared, easy-to-use product). (3) Social status (need for a premium, health-focused product). (4) Physical activity (need for energy to support fitness).
Customer Intention: Customer intends: (1) Identify if the product matches the 'shake' category. (2) Verify if the product can functionally replace a shake. (3) Check if the product’s ingredients align with shake-related needs. (4) Consider using the product as a supplement in a shake.


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: small wheel barrel type tires
Product: AR-PRO (2-Set) 4.80/4.00-8" Tire and Inner Tube Set - Universal Replacement Tires and Inner Tubes with 15.5" Outer Tire Diameter and 4.80" Tire Width - Fits on Dollies, Trolleys, Wagons, and More

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 'small wheel barrel type tires' refers to compact tires commonly used on wheelbarrows. 2. Customer believes the product's 4.80/4.00-8" size matches standard small wheelbarrow tire dimensions. 3. Customer believes the product is marketed as a universal replacement, implying compatibility with wheelbarrows. 4. Customer believes the product title’s mention of compatibility with 'dollies, trolleys, wagons, and more' may include wheelbarrows.
Customer Desire: 1. Customer desires a tire that fits their wheelbarrow (Independence). 2. Customer desires accurate size specifications (Order). 3. Customer desires durability and reliability (Tranquility). 4. Customer desires cost-effective solutions (Saving).
Customer Intention: 1. Customer intends to verify if the tire dimensions (4.80/4.00-8") align with their wheelbarrow requirements. 2. Customer intends to confirm compatibility with wheelbarrows despite the product title not explicitly listing them. 3. Customer intends to compare the product with other wheelbarrow-specific tires. 4. Customer intends to assess reviews or descriptions for wheelbarrow use cases.


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: push up bras for women
Product: Maidenform Women's Love The Lift Push Up, Black Body/Beige, 36B

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) push-up bras enhance physical appearance and confidence; (2) product specifications like size (36B) and color (Black Body/Beige) are important; (3) the brand 'Maidenform' is trustworthy for lingerie; (4) push-up bras should provide comfort and functionality.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to feel attractive and confident; (2) Curiosity (Desire 2) - to confirm product features match the query; (3) Order (Desire 8) - to find a product that aligns with precise specifications; (4) Romance (Desire 11) - to enhance physical appeal.
Customer Intention: Customer intends: (1) to purchase a bra that visibly lifts and enhances; (2) to verify the product matches the size and color requirements; (3) to compare the product with other brands for quality; (4) to ensure the product meets comfort and functionality expectations.


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: wired lightweight gaming mouse
Product: Wired Lightweight Gaming Mouse,6 RGB Backlit Mouse with 7 Buttons Programmable Driver,6400DPI Computer Mouse,Ultralight Honeycomb Shell Ultraweave Cable Compatible with PC Gamers,Xbox,PS4 (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: 1. (Belief) Customer believes the product is explicitly labeled as a 'Wired Lightweight Gaming Mouse', matching the query's core specifications. 2. (Belief) Customer believes the product includes advanced features like 6400DPI and programmable buttons, which are desirable for gaming. 3. (Belief) Customer believes the honeycomb shell and ultraweave cable contribute to lightweight design and durability. 4. (Belief) Customer believes compatibility with Xbox/PS4 ensures broader usability.
Customer Desire: 1. (Desire) Customer desires a gaming mouse that fulfills the core specifications (wired, lightweight) to ensure performance and comfort (Power, Physical Activity). 2. (Desire) Customer desires high precision (6400DPI) and customization (programmable buttons) to enhance gaming control (Curiosity, Power). 3. (Desire) Customer desires a durable, ergonomic design (honeycomb shell) for long-term use (Tranquility). 4. (Desire) Customer desires compatibility with multiple platforms (Xbox/PS4) to maximize utility (Independence).
Customer Intention: 1. (Intention) Customer intends to prioritize products that explicitly match 'wired lightweight gaming mouse'. 2. (Intention) Customer intends to verify technical specifications (e.g., DPI, programmable buttons) to ensure alignment with gaming needs. 3. (Intention) Customer intends to assess design features (honeycomb shell) for comfort and weight reduction. 4. (Intention) Customer intends to confirm cross-platform compatibility for versatility.


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: hitachi massage wand original
Product: CHARMING 10 Speeds Wired Powerful Handheld Massager with Strong Vibrations, Personal Therapy Massager for Sports Recovery, Muscle Aches, Body Pain (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) Hitachi is a trusted brand for massage wands. (2) The 'original' Hitachi massage wand has specific features like strong vibrations, wired design, and reliability. (3) Non-Hitachi products may lack the same quality or performance. (4) The product title does not mention 'Hitachi' explicitly.
Customer Desire: Customer desires: (1) Physical activity (need for muscle relief via vibrations). (2) Tranquility (need for a reliable, safe product). (3) Power (need for strong vibrations to address pain). (4) Order (need for a product matching the expected specifications of the original Hitachi wand).
Customer Intention: Customer intends: (1) To purchase the exact Hitachi-branded product. (2) To compare alternatives if the original is unavailable. (3) To verify if the product meets Hitachi’s specifications. (4) To ensure the product’s effectiveness for muscle recovery.


assistant

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


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


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

Query: the gospel road johnny cash
Product: The Gospel Music of Johnny Cash

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 Gospel Road' is a specific Johnny Cash work (album/film). (2) The product title does not exactly match the query. (3) Johnny Cash is associated with gospel music. (4) The product may contain similar content despite the title difference.
Customer Desire: Customer desires: (1) Order (need for exact title match). (2) Curiosity (to explore Johnny Cash's gospel works). (3) Social status (owning the specific title). (4) Tranquility (certainty of correct purchase).
Customer Intention: Customer intends: (1) Verify if the product matches the exact title. (2) Check if the product is a related compilation. (3) Consider purchasing as a substitute. (4) Search for alternatives if unsatisfied.


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: parakeet silo feeder clean
Product: Seed No Mess Bonka Bird Toys Plastic Durable Feeder Small Seed Food Treat Liquid Parrotlet Canary

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 silo feeder is suitable for parakeets, (2) cleanliness is a priority for bird feeders, (3) specific feeder designs reduce mess and waste, (4) the product should explicitly mention compatibility with parakeets.
Customer Desire: Customer desires: (1) Order (need for a clean, low-mess feeding environment), (2) Independence (need for a self-reliant, easy-to-maintain product), (3) Tranquility (need to ensure the feeder is safe and hygienic for the bird), (4) Saving (need to minimize seed waste).
Customer Intention: Customer intends: (1) Find a silo-style feeder, (2) Ensure the feeder is easy to clean, (3) Confirm compatibility with parakeets, (4) Prioritize durability and no-mess features.


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: polymer clay kato
Product: Kato Polymer Clay Oven Jewelry Craft Bake Polyclay Bar Art Van Aken 2 Oz (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: 1. Customer believes 'Kato' refers to a specific brand of polymer clay. 2. Customer believes polymer clay is used for crafts like jewelry or art. 3. Customer believes Kato polymer clay requires oven baking. 4. Customer believes the product should specify color/size (e.g., 'BLACK', '2 Oz').
Customer Desire: 1. **Order** (Desire 8): Customer desires a product that precisely matches the query specifications (brand, type, usage). 2. **Saving** (Desire 12): Customer desires to avoid purchasing incorrect/unnecessary items. 3. **Curiosity** (Desire 2): Customer desires confirmation that the product aligns with their understanding of 'Kato polymer clay'. 4. **Acceptance** (Desire 1): Customer desires assurance that the product meets community/artistic standards.
Customer Intention: 1. Customer intends to verify if the product is the genuine Kato brand. 2. Customer intends to confirm the product’s suitability for oven-based jewelry/craft projects. 3. Customer intends to check if the product’s specifications (e.g., color, weight) match their needs. 4. Customer intends to compare the product title with their query to ensure full relevance.


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: wall hanging with flowers
Product: Siyaglass Pack of 4 Crystal Glass Wall Hanging Flower Vase Planter Terrarium Container Flower Pot

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 wall hanging item, (2) the product is related to flowers, (3) the product is made of crystal glass, (4) the product is a container for plants or flowers.
Customer Desire: Customer desires: (1) Acceptance (to acquire a product that matches their specifications), (2) Curiosity (to confirm if the product aligns with their needs), (3) Order (to ensure the product fits a prepared, decorative environment), (4) Tranquility (to feel secure in purchasing a functional item).
Customer Intention: Customer intends: (1) To verify if the product fully matches the query's specifications (A), (2) To assess if the product can substitute the exact query requirements (B), (3) To consider combining the product with another item (C), (4) To reject the product as irrelevant (D).


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: baby boy under armor clothes
Product: Under Armour Baby Boys UA Ballet Pandas SS, Mod Gray F191, 3/6M

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 'Under Armor' refers to the brand 'Under Armour'. 2. Customer believes the product is intended for baby boys. 3. Customer believes 'clothes' includes items like shirts, pants, or onesies. 4. Customer believes the product's size (3/6M) aligns with standard baby clothing sizes.
Customer Desire: 1. Customer desires family (need to take care of offspring by purchasing appropriate clothing). 2. Customer desires order (need for a prepared, conventional product matching the query). 3. Customer desires social status (need for a reputable brand like Under Armour). 4. Customer desires saving (need to ensure the product is a valid purchase without mismatches).
Customer Intention: 1. Customer intends to verify if the brand matches the query. 2. Customer intends to confirm the product is for baby boys. 3. Customer intends to check if the design ('Ballet Pandas') aligns with typical Under Armour styles. 4. Customer intends to ensure the size (3/6M) meets their requirements.


assistant

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