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 determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: fipits for boys
Product: Inspiratek Kids Fitness Tracker for Kids Age 5-16 (5 Colors),Waterproof Kids Fitness Watch,Kids Pedometer Watch,Watch for Kids,Step/Activity Tracker for Kids,Easy to Use Kids Tracker Watch (Pink)

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 'fipits' is a typo and intended to mean 'fitness' products. 2. Customer believes the product should be designed for boys. 3. Customer believes the product should cater to children (boys) aged 5-16. 4. Customer believes the product should support physical activity tracking.
Customer Desire: 1. Customer desires a product that fulfills the need for physical activity (Desire 9: Physical activity). 2. Customer desires a product that aligns with family-oriented goals (Desire 4: Family) by ensuring suitability for children. 3. Customer desires a product that offers ease of use (Desire 8: Order). 4. Customer desires a product with age-appropriate features (Desire 14: Social status, as it relates to social appropriateness).
Customer Intention: 1. Customer intends to find a fitness-related product for boys. 2. Customer intends to verify the product’s compatibility with the specified age range (5-16). 3. Customer intends to ensure the product is durable (waterproof) for active use. 4. Customer intends to confirm the product’s design (color, functionality) aligns with a boy’s preferences.


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: fireplace mantle shelf
Product: Mantel Shelf Aged Gray Dimensions: 9.25" h X 34.5" w X 6.5" d

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 mantel shelf designed for a fireplace; (2) the dimensions (9.25" h X 34.5" w X 6.5" d) are critical for fitting their fireplace; (3) the color 'Aged Gray' matches their aesthetic preferences; (4) the product is a functional shelf for display or storage.
Customer Desire: Customer desires: (1) Order (Desire 8) - to ensure the product fits their prepared fireplace setup; (2) Saving (Desire 12) - to acquire a shelf that meets their functional needs; (3) Social Status (Desire 14) - to enhance their home's appearance; (4) Tranquility (Desire 15) - to ensure safety and stability.
Customer Intention: Customer intends: (1) to confirm the product is a fireplace mantel shelf; (2) to verify the dimensions align with their fireplace; (3) to ensure the color/style matches their decor; (4) to purchase a standalone solution without needing additional components.


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: floating flowers for water
Product: HO2NLE 6PCS Artificial Floating Foam Lotus Flowers Water Lily Plastic Floating Pond Decor White

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) floating flowers are designed to stay on water surfaces, (2) the product should be made of water-resistant materials like foam or plastic, (3) the flowers should resemble natural aquatic plants (e.g., lotus or water lilies), (4) the product is intended for decorative use in ponds or water features.
Customer Desire: Customer desires (1) Order (need for a product that matches the specific functional requirement of floating on water), (2) Curiosity (need to confirm the product aligns with their vision), (3) Idealism (need for aesthetic harmony in their pond/water decor), (4) Tranquility (need for a durable, reliable product that ensures safety in water environments).
Customer Intention: Customer intends (1) to purchase a product that fulfills all specifications of 'floating flowers for water', (2) to use the product for decorative purposes in a pond or similar water feature, (3) to ensure the flowers are durable and water-resistant, (4) to verify the product’s material safety for aquatic environments.


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: $5 items
Product: Jack Link's Beef Jerky, 5 Count Multipack Bags  Flavorful Meat Snack for Lunches, Ready to Eat  7g of Protein, Made with Premium Beef  Teriyaki, 0.625 Oz Bags (Packaging May Vary)

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 '$5 items' refers to products priced around $5. 2. Customer believes the product's '5 Count Multipack' might imply a $5 price. 3. Customer believes the product is a snack item. 4. Customer believes the product may not explicitly state its price in the title.
Customer Desire: 1. Customer desires to save money (Desire 12: Saving). 2. Customer desires to satisfy curiosity about affordable options (Desire 2: Curiosity). 3. Customer desires order in budgeting (Desire 8: Order). 4. Customer desires social contact through sharing snacks (Desire 13: Social contact).
Customer Intention: 1. Customer intends to find products within a $5 budget. 2. Customer intends to compare product prices. 3. Customer intends to verify if the product’s '5 Count' aligns with the $5 query. 4. Customer intends to purchase only if the price matches the query.


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: hemp wraps
Product: 1 Pack Hempire 1 1/4 Size Hemp Rolling Paper + Beamer Smoke Sticker

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 hemp wraps are used for rolling smoking materials. Customer believes the product contains hemp-based rolling papers. Customer believes 'hemp wraps' and 'hemp rolling papers' may serve similar purposes. Customer believes the product includes a non-essential accessory (Beamer Smoke Sticker).
Customer Desire: Customer desires a product that matches their specific query for hemp wraps (Order - need for prepared/conventional product). Customer desires functional compatibility with their rolling needs (Curiosity - need to confirm product suitability). Customer desires natural material usage (Tranquility - need for perceived safety of hemp material). Customer desires clear value from included components (Saving - need to assess full product utility).
Customer Intention: Customer intends to verify if hemp rolling papers can substitute hemp wraps. Customer intends to evaluate the Beamer Smoke Sticker's relevance. Customer intends to compare product specifications with their requirements. Customer intends to determine if this satisfies core functionality despite technical differences.


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: dolls clothes american girl
Product: ebuddy 10 Sets Fashion Doll Dress Clothes and Accessories for 18 inch American Girl Doll,Most 18 Girl Dolls

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 18-inch dolls, which matches the size of American Girl Dolls. (2) The product includes clothes and accessories, aligning with the query's focus on 'dolls clothes'. (3) The product title explicitly mentions compatibility with 'American Girl Doll', suggesting relevance. (4) The brand 'ebuddy' is not the official American Girl brand, which may cause uncertainty about quality or authenticity.
Customer Desire: Customer desires: (1) **Family** (need to care for their doll as a valued possession). (2) **Order** (need for a product that precisely matches specifications like size and compatibility). (3) **Saving** (need for value through multiple sets/accessories). (4) **Curiosity** (need to confirm the product’s suitability).
Customer Intention: Customer intends: (1) Verify if the product fits 18-inch American Girl Dolls. (2) Confirm the inclusion of clothes (not just accessories). (3) Assess if the product meets quality expectations despite being a third-party brand. (4) Determine if the 10-set offering provides sufficient value.


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: resistance bands
Product: HIIT Workout with Lower Body Focus

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 resistance bands are effective for strength training or muscle toning. 2. Customer believes resistance bands are versatile and can be used in various workouts. 3. Customer believes the product (HIIT Workout with Lower Body Focus) may not explicitly mention resistance bands. 4. Customer believes lower-body workouts often require equipment like resistance bands for added intensity.
Customer Desire: 1. Customer desires physical activity (Reiss's desire 9) to achieve fitness goals. 2. Customer desires independence (Reiss's desire 7) to exercise at home with minimal equipment. 3. Customer desires order (Reiss's desire 8) through structured workout routines. 4. Customer desires social status (Reiss's desire 14) by improving physical appearance.
Customer Intention: 1. Customer intends to purchase resistance bands for targeted workouts. 2. Customer intends to find a workout program compatible with resistance bands. 3. Customer intends to verify if the HIIT workout product includes resistance bands. 4. Customer intends to combine the HIIT workout with resistance bands for enhanced results.


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: nature made multivitamin without iron
Product: Nature Made Men's Multivitamin 50+ Tablets with Vitamin D, 90 Count for Daily Nutritional Support

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 from the brand 'Nature Made'. 2. Customer believes the product is a multivitamin designed for men aged 50+. 3. Customer believes the product includes Vitamin D but does not explicitly state whether it contains iron. 4. Customer believes men’s multivitamins may sometimes exclude iron due to gender-specific nutritional needs.
Customer Desire: 1. Customer desires a multivitamin without iron (Tranquility - need to avoid health risks associated with iron). 2. Customer desires accurate product information (Order - need for clarity and specificity). 3. Customer desires independence in managing their health (Independence - need for self-reliance). 4. Customer desires a product that aligns with their dietary restrictions (Tranquility - need for safety).
Customer Intention: 1. Customer intends to verify if the product explicitly states 'no iron'. 2. Customer intends to compare the product’s ingredients with their requirement for an iron-free multivitamin. 3. Customer intends to seek alternatives if the product contains iron. 4. Customer intends to confirm whether the product’s target demographic (men 50+) implies exclusion of iron.


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: brown ears muffs
Product: French Twist Comb - Set of 3 (Three) Combs in Tortoise Shell

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) 'brown ears muffs' refers to a product designed to cover ears for warmth. (2) The product title mentions 'combs,' which are hair accessories. (3) The color 'brown' in the query does not align with the product’s 'tortoise shell' description. (4) Combs are unrelated to ear protection or warmth.
Customer Desire: Customer desires: (1) Tranquility (need for physical comfort and warmth for ears). (2) Social status (desire for aesthetically matching accessories). (3) Saving (interest in purchasing a functional product). (4) Order (preference for a product that aligns with their expectations).
Customer Intention: Customer intends: (1) To purchase ear muffs for cold weather. (2) To avoid buying hair combs. (3) To prioritize functionality (warmth) over unrelated accessories. (4) To verify product details to ensure alignment with their needs.


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: chanel lipstick long lasting
Product: evpct 10Pcs Peony Flower Waterproof Liquid Matte Matt Lipsticks Set Matt Liquid,Dark Red 24 Hour Long Lasting Matte Lipstick Lip Stain Gloss Makeup Sets for Women labiales matte larga duracion 24 05

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) Chanel is a high-quality, luxury brand. (2) Long-lasting lipstick is important for durability. (3) The product title does not explicitly mention 'Chanel'. (4) The product claims to be '24 Hour Long Lasting'.
Customer Desire: Customer desires: (1) Social status (Reiss: Desire 14 - associated with luxury brands like Chanel). (2) Order (Reiss: Desire 8 - preference for established, trusted brands). (3) Independence (Reiss: Desire 7 - confidence in a reliable product). (4) Saving (Reiss: Desire 12 - value for money if Chanel is unavailable).
Customer Intention: Customer intends: (1) Purchase a Chanel-branded long-lasting lipstick. (2) Verify if the product matches the Chanel brand. (3) Compare alternatives if Chanel is unavailable. (4) Ensure the product meets the 'long-lasting' claim.


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.