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

Query: nerdy charging bsnk
Product: Galaxy S6 Case, Galaxy s6 Cases | Compatible with Samsung Galaxy s6 SIV S IV i9600 - Custom Pretty Wallet Thin Soft Gel Shell Cover Skin Phone Case by Cable and Case | Not Edge Compatible - Clear

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) 'nerdy charging bsnk' refers to a portable charging bank (power bank) with a nerdy/geeky design. (2) The product title includes keywords like 'charging' or 'bank'. (3) The product is compatible with their device (e.g., Galaxy S6). (4) The product serves a functional charging purpose.
Customer Desire: Customer desires: (1) **Power** (need for control of will) - to reliably charge their device. (2) **Curiosity** (need to gain knowledge) - to confirm product specifications. (3) **Social Status** (need for social significance) - to own a 'nerdy' accessory reflecting their identity. (4) **Order** (need for prepared environments) - to ensure compatibility and functionality.
Customer Intention: Customer intends: (1) To purchase a functional charging bank. (2) To verify compatibility with their Galaxy S6. (3) To acquire a product matching the 'nerdy' aesthetic. (4) To avoid purchasing irrelevant accessories.


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: madison park comforter set
Product: Madison Park Odette Comforter Set Jacquard Damask Medallion Design All Season Down Alternative Bedding, Matching Shams, Bedskirt, Decorative Pillows, King(104"x92"), Silver 8 Piece

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 Madison Park brand comforter set. 2. Customer believes the product includes a comforter, shams, bedskirt, and decorative pillows. 3. Customer believes the product's design (Jacquard Damask Medallion) and materials (Down Alternative) meet quality expectations. 4. Customer believes the King size (104"x92") matches their bed dimensions.
Customer Desire: 1. Customer desires a complete bedding set (Order - need for a prepared environment). 2. Customer desires a stylish and aesthetically pleasing bedroom (Social Status - need for social significance). 3. Customer desires comfort and durability (Tranquility - need for security). 4. Customer desires clarity on product specifications (Curiosity - need to gain knowledge).
Customer Intention: 1. Customer intends to confirm the product is from the Madison Park brand. 2. Customer intends to verify the inclusion of all listed components (comforter, shams, bedskirt, pillows). 3. Customer intends to assess the design and material quality. 4. Customer intends to ensure the size matches their bed.


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: american indian jewelry for women
Product: El Allure Native American Style Royal Blue,Turquoise and White Patterned Seed Bead Long Handmade Designer Fashion Costume Seed Beaded Preciosa Necklace for Women. (Royal Blue, Turquoise and 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) the product is associated with Native American culture due to 'Native American Style' in the title; (2) turquoise and royal blue are traditional colors in American Indian jewelry; (3) handmade craftsmanship aligns with authentic Native American jewelry practices; (4) the product is explicitly designed for women.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to own culturally significant jewelry reflecting identity; (2) Honor (Desire 5) - to respect Native American traditions by purchasing authentic or culturally aligned items; (3) Idealism (Desire 6) - to support ethical or genuine cultural products; (4) Curiosity (Desire 2) - to acquire knowledge about Native American craftsmanship.
Customer Intention: Customer intends: (1) to purchase jewelry that authentically represents Native American culture; (2) to verify if the product is genuinely Native American-made; (3) to compare the product with other Native American jewelry; (4) to use the product as a substitute if authenticity is secondary to style.


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: bag chain strap
Product: Screw Reinforcement!Adjustable Metal Buckles for Chain Strap Bag Shorten Your Bag Length Accessories-Need to be Fastened with Screwdriver(4 Pack)- Porpor Booya

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 chain strap for their bag; (2) the product is an accessory for adjusting the length of a chain strap; (3) the product requires tools (screwdriver) for installation; (4) the product is a buckle set, not a complete chain strap.
Customer Desire: Customer desires (1) Order (need for a practical solution to adjust strap length); (2) Tranquility (need for a secure and convenient adjustment method); (3) Saving (need to reuse/modify existing straps instead of buying new ones); (4) Independence (need to customize their bag’s appearance).
Customer Intention: Customer intends (1) to find an accessory for modifying their bag’s chain strap; (2) to adjust the length of their existing chain strap; (3) to avoid purchasing a new strap; (4) to use a DIY solution for 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: 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: all in one can and bottle opener
Product: 6 in 1 Multi Opener Jar Opener, Non-Slip Easy Grip Can Openers , Ideal for Seniors Arthritis Suffers and Weak Hands (1pcs)

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 multi-functional opener. 2. Customer believes the product focuses on jars and cans. 3. Customer believes the product does not explicitly mention bottle-opening functionality. 4. Customer believes the product prioritizes accessibility for seniors/those with weak hands.
Customer Desire: 1. Customer desires a tool that fulfills multiple functions (Order). 2. Customer desires convenience and efficiency (Independence). 3. Customer desires reliability for daily tasks (Tranquility). 4. Customer desires a product matching their exact needs (Power).
Customer Intention: 1. Customer intends to confirm if the product covers both can and bottle opening. 2. Customer intends to evaluate if the product can substitute a dedicated bottle opener. 3. Customer intends to prioritize ease of use over strict adherence to the query. 4. Customer intends to compare the product with alternatives.


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: false lashes
Product: Losha False Eyelashes 20mm Faux Mink Lashes Long Dramatic 5D Fluffy Natural Look Lashes 14 Pairs Pack for Makeup (F69)

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 false eyelashes for a specific purpose. 2. The product must match the desired length (20mm). 3. The product should have a natural or dramatic look. 4. The product should include multiple pairs (14 pairs) for convenience.
Customer Desire: Customer desires: 1. Social status (Desire 14) - to enhance their appearance for social significance. 2. Curiosity (Desire 2) - to explore product details like material (faux mink) and style (5D fluffy). 3. Romance (Desire 11) - to improve attractiveness through makeup. 4. Saving (Desire 12) - to acquire multiple pairs in one purchase.
Customer Intention: Customer intends: 1. To purchase false lashes that match the exact specifications (20mm length, faux mink). 2. To achieve a dramatic yet natural look. 3. To ensure the product offers value (14 pairs). 4. To avoid substitutes that lack key features.


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: 50 shades of grey sex toys
Product: Adorime Kegel Exercise Weights - Kegel Balls Weighted Exercise Kit for Beginner - Doctor Recommended Tightening Training System for Women, Bladder Control & Pelvic Floor Exercises (4-Piece Set)...

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 '50 shades of grey sex toys' refers to products related to sexual enhancement or intimacy. Customer believes Kegel exercise weights are primarily used for pelvic floor strengthening. Customer believes the product may indirectly relate to sexual health. Customer believes the product is marketed for medical or fitness purposes rather than sexual use.
Customer Desire: Customer desires Romance (need for sexual activity/fulfillment). Customer desires Physical Activity (need to strengthen pelvic muscles). Customer desires Tranquility (need for health security through bladder control). Customer desires Idealism (need to support women’s health).
Customer Intention: Customer intends to purchase a product for sexual enhancement. Customer intends to improve pelvic floor strength for health benefits. Customer intends to use the product as a substitute for direct sexual aids. Customer intends to combine the product with other items for holistic sexual wellness.


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

Query: purple shampoo artnatural
Product: Purple Shampoo for Blonde Hair Color Corrector For Blonds and G r a y Hair

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 'purple shampoo' refers to a product that corrects brassiness in blonde or gray hair. 2. Customer believes 'artnatural' is a specific brand or variant of purple shampoo. 3. Customer believes the product should align with the brand/quality expectations of 'artnatural'. 4. Customer believes the product title should explicitly mention 'artnatural' to match their query.
Customer Desire: 1. Customer desires **Acceptance** (to find a product that meets their perceived quality/brand standards). 2. Customer desires **Order** (to find a product that matches their specific query parameters, including brand). 3. Customer desires **Curiosity** (to confirm if the product fulfills their needs). 4. Customer desires **Social Status** (to trust a recognized brand like 'artnatural').
Customer Intention: 1. Customer intends to verify if the product is from the 'artnatural' brand. 2. Customer intends to assess if the product’s function (color correction for blondes/gray hair) aligns with their needs. 3. Customer intends to consider alternatives if the brand is unavailable. 4. Customer intends to confirm the product’s purpose despite the missing brand name.


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: 100 watt folding solar panel without charge controller
Product: FF FLASHFISH 18V/100W Foldable Solar Panel, Portable Solar Charger with DC Output for Flashfish 300Wh(Sold Separately), PD Type-c/QC3.0 for Phones, Tablets On Summer Camping Fishing Van RV Road Trip

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 100W, matching the query's wattage requirement. 2. Customer believes the product is foldable, aligning with the 'folding' specification. 3. Customer believes the product does not explicitly mention a charge controller, which may align with the query's requirement. 4. Customer believes the product includes additional features (e.g., PD Type-C/QC3.0 ports) not specified in the query.
Customer Desire: 1. Customer desires independence (Desire 7) by seeking a product that precisely matches their specifications. 2. Customer desires order (Desire 8) to ensure the product meets all stated requirements. 3. Customer desires curiosity (Desire 2) to confirm technical compatibility. 4. Customer desires tranquility (Desire 15) to avoid purchasing incompatible components.
Customer Intention: 1. Customer intends to verify if the product’s specifications fully align with the query. 2. Customer intends to check whether the product includes a charge controller. 3. Customer intends to assess if additional features (e.g., PD Type-C) are acceptable deviations. 4. Customer intends to determine if the product can function as a standalone solution.


assistant

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