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: keyless entry key fob for 05 lexus es330
Product: KeylessOption Keyless Entry Remote Key Blade Fob Shell Case Cover Repair for Toyota Lexus HYQ12BBT HYQ1512V

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 Toyota/Lexus vehicles. (2) The product includes compatibility with HYQ12BBT/HYQ1512V part numbers. (3) The product is a shell/case/repair item, not a complete functional key fob. (4) The query specifies a 2005 Lexus ES330, which may require a specific key fob model.
Customer Desire: Customer desires: (1) Curiosity (to confirm compatibility between the product and their vehicle). (2) Order (to find a prepared, exact replacement part). (3) Tranquility (to ensure the product will work reliably). (4) Social status (to maintain a functional, branded key fob).
Customer Intention: Customer intends: (1) Verify if HYQ12BBT/HYQ1512V matches the 2005 Lexus ES330’s key fob specifications. (2) Confirm whether the product is a full key fob or just a shell. (3) Assess if the shell can functionally replace a damaged key fob. (4) Compare alternatives if the product is not an exact match.


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

Query: large print nyt crossword puzzle books
Product: The New York Times Supersized Book of Sunday Crosswords: 500 Puzzles (New York Times Crossword Puzzles)

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 large print is essential for readability. 2. Customer believes the product must be from the New York Times (NYT). 3. Customer believes a crossword book with a high number of puzzles is preferable. 4. Customer believes 'supersized' in the product title might refer to large print.
Customer Desire: 1. Customer desires independence (Desire 7) to solve puzzles without straining their eyes. 2. Customer desires order (Desire 8) through structured and familiar crossword formats. 3. Customer desires curiosity (Desire 2) to engage in mentally stimulating activities. 4. Customer desires tranquility (Desire 15) via a comfortable reading experience.
Customer Intention: 1. Customer intends to purchase a crossword book with large print for ease of use. 2. Customer intends to ensure the product is authentic NYT content. 3. Customer intends to verify the number of puzzles meets their needs. 4. Customer intends to confirm the physical size of the book is manageable.


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: playset without swing
Product: Graco Sense2Soothe Baby Swing with Cry Detection Technology, Sailor

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 'playset without swing' should not include a swing component; (2) the product title explicitly mentions 'Swing,' which conflicts with their requirement; (3) cry detection technology is unrelated to their core need for a swing-free playset; (4) the product’s primary function (swing) directly violates their query specification.
Customer Desire: Customer desires: (1) Independence (to select a product that aligns strictly with their stated preferences); (2) Order (to adhere to a prepared, swing-free environment as per their query); (3) Tranquility (to avoid safety concerns or clutter associated with unwanted components like swings); (4) Power (to control the outcome by enforcing their 'no swing' requirement).
Customer Intention: Customer intends: (1) to exclude products with swings; (2) to prioritize playsets that explicitly omit swings; (3) to avoid purchasing items contradicting their query; (4) to seek alternatives matching the 'no swing' criterion.


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

Query: fuse bead
Product: 30,000 pcs Fuse Beads Kit 30 Colors 5MM for Kids, Including 10 Ironing Papers,48 Patterns, 7 Clear Pegboards, Tweezers, Perler Beads Compatible Kit

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) 'fuse bead' refers to a specific craft product requiring beads, pegboards, and ironing tools. 2) The product title explicitly mentions 'Fuse Beads Kit', confirming relevance to the query. 3) The product includes essential components (30,000 beads, 10 ironing papers, pegboards, tweezers) for fuse bead projects. 4) Compatibility with Perler Beads ensures usability with popular brands.
Customer Desire: Customer desires: 1) **Curiosity** (to gain knowledge about fuse bead kits and their components). 2) **Saving** (to accumulate sufficient materials for long-term use). 3) **Order** (to have a prepared, complete kit for organized crafting). 4) **Family** (to provide a kid-friendly activity).
Customer Intention: Customer intends: 1) To purchase a complete fuse bead kit. 2) To verify if the product meets all functional requirements (e.g., quantity, tools). 3) To compare the product with alternatives for value. 4) To use the kit for children’s creative projects.


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: golf sunglasses
Product: adidas Men's Tech Response Golf Shoe, Iron Metallic/White, 11.5 M US

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 that sunglasses are essential for eye protection during golf. 2. Customer believes that golf-specific accessories are necessary for optimal performance. 3. Customer believes that golf shoes are part of golf attire but distinct from eyewear. 4. Customer believes that the product title does not mention features related to sunglasses (e.g., UV protection, polarized lenses).
Customer Desire: 1. Customer desires physical activity (Desire 9: need for workout) to ensure comfort during golf. 2. Customer desires social status (Desire 14: need for social standing) by using branded golf gear. 3. Customer desires independence (Desire 7: need to be self-reliant) in selecting appropriate golf equipment. 4. Customer desires order (Desire 8: need for prepared environments) by using specialized golf gear.
Customer Intention: 1. Customer intends to purchase sunglasses specifically designed for golf. 2. Customer intends to prioritize products explicitly labeled as golf sunglasses. 3. Customer intends to ensure eye protection and glare reduction during play. 4. Customer intends to verify product specifications match the query requirements.


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: beauty without cruelty
Product: Beauty Without Cruelty Fragrance Free Hand & Body Lotion - 16 Fluid Ounces ( Multi-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: 1. Customer believes 'beauty without cruelty' refers to cruelty-free (no animal testing) products. 2. Customer believes the product title 'Beauty Without Cruelty' indicates alignment with ethical standards. 3. Customer believes 'fragrance-free' implies avoidance of harsh chemicals, aligning with ethical/safe beauty. 4. Customer believes 'multi-pack' suggests bulk purchasing for cost-effectiveness or sustainability.
Customer Desire: 1. Customer desires Idealism (social justice) to support ethical and cruelty-free products. 2. Customer desires Order (preference for established ethical brands). 3. Customer desires Tranquility (safety from harmful ingredients). 4. Customer desires Honor (loyalty to ethical brand values).
Customer Intention: 1. Customer intends to confirm if the product is certified cruelty-free. 2. Customer intends to verify if the product uses vegan ingredients. 3. Customer intends to assess the multi-pack’s value for long-term use. 4. Customer intends to ensure the fragrance-free claim avoids skin irritation.


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: calcium supplements without vitamin d
Product: Caltrate 600+D3 Soft Chews (Chocolate Truffle Flavor, 60-Count Soft Chews) Calcium and Vitamin D3 Chewable Supplement, 600mg

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 contains vitamin D3, which they want to avoid; (2) vitamin D is an unwanted additive in their calcium supplement; (3) their dietary/health needs require calcium without vitamin D; (4) the product does not meet their specific requirement of excluding vitamin D.
Customer Desire: Customer desires: (1) Tranquility (need to avoid potential harm from excess vitamin D); (2) Independence (need to adhere to their specific health preferences); (3) Order (need for a product that strictly matches their specifications).
Customer Intention: Customer intends: (1) to find a calcium supplement explicitly without vitamin D; (2) to compare alternative products that exclude vitamin D; (3) to verify ingredient labels carefully; (4) to consult a healthcare provider if uncertain.


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: fruit of the loom tshirts
Product: Fruit Of The Loom Men's Tall Tag-Free Underwear & Undershirts, Big Man-Crew-3 Pack, 3X-Large

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) Fruit of the Loom is a brand that produces t-shirts. (2) The product title includes 'tshirts' or related terms. (3) Underwear/undershirts might be categorized similarly to t-shirts in some contexts. (4) The product is available in their required size (3X-Large).
Customer Desire: Customer desires: (1) Social status (Desire 14) - to purchase a reputable brand. (2) Order (Desire 8) - to find a product that matches their specific expectations. (3) Independence (Desire 7) - to acquire clothing that fits their size and preferences. (4) Saving (Desire 12) - to purchase a cost-effective 3-pack.
Customer Intention: Customer intends: (1) To purchase t-shirts for casual or daily wear. (2) To verify if the product matches the query specifications. (3) To find a substitute if exact t-shirts are unavailable. (4) To confirm size availability for comfort.


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: sheer curtains 63 inch length
Product: White Sheer Curtains for Bedroom 63 Inch Length Floral Embroidered Sheers for Living Room Embroidery Voile Grommet Window Curtain Set 2 Panels 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: 1. Customer believes the product is sheer curtains. 2. Customer believes the product has the correct length (63 inches). 3. Customer believes the product includes floral embroidery, which is not explicitly requested. 4. Customer believes the product is labeled for both bedroom and living room use, which may not align with their specific room preference.
Customer Desire: 1. Customer desires Order (Desire 8) - the need for a product that strictly matches their specifications (sheer, 63-inch length). 2. Customer desires Curiosity (Desire 2) - the need to confirm the product’s alignment with their query. 3. Customer desires Independence (Desire 7) - the need to select a product that fulfills their exact requirements without compromise. 4. Customer desires Social Status (Desire 14) - the need for curtains that enhance their home’s aesthetic appeal.
Customer Intention: 1. Customer intends to verify if the product meets all explicit specifications (sheer, 63-inch length). 2. Customer intends to assess whether the floral embroidery aligns with their aesthetic preferences. 3. Customer intends to confirm the product’s suitability for their intended room (e.g., bedroom vs. living room). 4. Customer intends to compare this product with alternatives to ensure optimal alignment with their needs.


assistant

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