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

Query: champion sweatshirt black
Product: Champion Men's Cotton Max Crew, Black, X 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) The product is from the Champion brand. (2) The product is black in color. (3) The product is a sweatshirt (as 'Crew' is a type of sweatshirt). (4) The product may not explicitly mention 'sweatshirt' in the title but aligns with the category.
Customer Desire: Customer desires: (1) Order (need for a product that matches the query specifications). (2) Saving (need to efficiently acquire the desired item). (3) Social status (need to own a recognized brand like Champion). (4) Tranquility (need to feel secure in purchasing the correct product).
Customer Intention: Customer intends: (1) Purchase the product if it fully matches the query. (2) Verify product details (e.g., style, material) to confirm alignment. (3) Consider alternatives if the product deviates from expectations. (4) Prioritize brand and color accuracy over minor title discrepancies.


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: purse backpack
Product: Owls 6 Pack Small Size Nylon Cloth Reusable Grocery Shopping Bags Foldable into Attached Pouch, Backpack,Purse and Car Console

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 'purse backpack' is a hybrid product combining features of a purse and backpack; (2) such a product should be versatile for multiple uses; (3) the product should be compact and easy to carry; (4) durability and material quality (e.g., nylon) are important for long-term use.
Customer Desire: Customer desires: (1) a product fulfilling multiple purposes (Curiosity: need to explore functional versatility); (2) practical organization (Order: need for prepared environments); (3) convenience and portability (Tranquility: need for security in usability); (4) stylish appearance (Social Status: need for social significance).
Customer Intention: Customer intends: (1) to find a product that functions as both a purse and backpack; (2) to ensure the product is portable and foldable; (3) to verify material durability (nylon); (4) to confirm the product’s aesthetic appeal.


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: Dark blue denim jackets with a fluffy inside and collar similar to aviator jacket
Product: MakeMeChic Women's Zip Up Drop Shoulder Long Sleeve Cow Printed Jacket Black and White S

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's color (Black and White) does not match the requested 'dark blue'. 2. Customer believes the product's material (Cow Printed) is not denim. 3. Customer believes the product lacks a fluffy inside and aviator-style collar. 4. Customer believes the product's design (Drop Shoulder) does not align with the aviator jacket similarity mentioned.
Customer Desire: 1. Customer desires **Order** (need for specific features like color, material, and design). 2. Customer desires **Social Status** (need for a stylish jacket that aligns with their aesthetic preferences). 3. Customer desires **Independence** (need to express individuality through clothing choices). 4. Customer desires **Curiosity** (need to confirm if the product meets all specifications).
Customer Intention: 1. Customer intends to verify if the product matches the exact color (dark blue). 2. Customer intends to check if the material is denim and includes a fluffy interior. 3. Customer intends to confirm the presence of an aviator-style collar. 4. Customer intends to evaluate whether the product can substitute the desired jacket despite mismatches.


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: nanasuko 30th birthday cake topper
Product: Eiveny Gold Happy 30th Birthday Cake Topper,Hello 30, Cheers to 30 Years,30 & Fabulous Party Decoration (30th)

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 'nanasuko' may refer to a specific brand or design style not present in the product title. (Belief) 2. Customer believes the product contains key 30th birthday celebratory phrases like 'Happy 30th Birthday' and '30 & Fabulous'. (Belief) 3. Customer believes the product serves the core functional purpose of a 30th birthday cake topper. (Belief) 4. Customer believes the absence of 'nanasuko' might indicate a branding mismatch. (Belief)
Customer Desire: 1. Customer desires order (Reiss #8) - wants a product matching exact query specifications. (Desire) 2. Customer desires acceptance (Reiss #1) - wants celebration elements that will be appreciated by guests. (Desire) 3. Customer desires social status (Reiss #14) - seeks decorations reflecting sophistication ('Gold', 'Fabulous'). (Desire) 4. Customer desires independence (Reiss #7) - might prioritize unique branding like 'nanasuko'. (Desire)
Customer Intention: 1. Customer intends to purchase this product if visual/style mismatch is acceptable. (Intention) 2. Customer intends to search for 'nanasuko' branded alternatives. (Intention) 3. Customer intends to use this as substitute if exact match unavailable. (Intention) 4. Customer intends to verify product images for hidden 'nanasuko' elements. (Intention)


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: religious bulk christmas cards
Product: Paper Magic Group Three Kings 'One Star, One Night' Religious Christmas Cards, Set of 12, 5" x 7"

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 they need Christmas cards with religious themes. 2. Customer believes bulk purchasing is necessary. 3. Customer believes the cards should adhere to standard sizing (e.g., 5" x 7"). 4. Customer believes the product should align with their faith-based values (e.g., depicting religious imagery like the Three Kings).
Customer Desire: 1. Customer desires **Honor** (to uphold religious/cultural values). 2. Customer desires **Social Contact** (to connect with others through card-giving). 3. Customer desires **Order** (to prepare for the occasion efficiently). 4. Customer desires **Social Status** (to use culturally appropriate cards that reflect their identity).
Customer Intention: 1. Customer intends to purchase religious-themed Christmas cards in bulk. 2. Customer intends to verify the product’s alignment with their religious values. 3. Customer intends to ensure the quantity (bulk) meets their needs. 4. Customer intends to confirm the product’s quality and suitability for gifting.


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: smartwool base layer women 250
Product: Smartwool Mens Base Layer Top - Merino 250 Wool Active Crew Black Medium 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 the product is designed for men, not women. 2. Customer believes the product has the correct fabric weight (Merino 250). 3. Customer believes the product is a base layer top, matching the query’s category. 4. Customer believes the gender mismatch may affect fit or suitability.
Customer Desire: 1. Customer desires a product that matches their exact specifications (Order). 2. Customer desires independence in selecting a product that aligns with their needs (Independence). 3. Customer desires social status by owning a product that meets their requirements (Social Status). 4. Customer desires acceptance by ensuring the product meets societal expectations (Acceptance).
Customer Intention: 1. Customer intends to verify if the product is irrelevant due to gender mismatch. 2. Customer intends to check if the men’s product could still function as a substitute. 3. Customer intends to search for a women’s-specific alternative. 4. Customer intends to confirm whether other attributes (e.g., fabric weight) compensate for the gender mismatch.


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: remote switch outlet
Product: DEWENWILS Remote Control Outlet Wireless Wall Mounted Light Switch, Electrical Plug in On Off Power Switch for Lamp, No Wiring,100 Feet RF Range, ETL Listed,Programmable

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 remote-controlled outlet switch. (2) The product is wireless and requires no wiring. (3) The product is ETL-listed, ensuring safety compliance. (4) The product includes programmable features beyond basic remote control.
Customer Desire: Customer desires: (1) Order (need for a prepared, functional solution matching the query specifications). (2) Independence (need for a self-reliant, easy-to-install device). (3) Tranquility (need for a safe, certified product). (4) Power (need to control appliances remotely).
Customer Intention: Customer intends: (1) Confirm the product matches the 'remote switch outlet' functionality. (2) Verify wireless operation and no-wiring claims. (3) Ensure compliance with safety standards (ETL listing). (4) Assess if programmable features add 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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: weed puller
Product: Yimeezuyu Manual Weeders Stand Up Weeder and Weed Puller Weed Remover with 3 Claws Stainless Steel and High Strength Foot Pedal

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 weed puller is a tool designed to remove weeds efficiently. (2) The product title explicitly includes 'Weed Puller,' indicating it serves this purpose. (3) Stainless steel claws and a foot pedal suggest durability and ease of use. (4) A manual weeder implies no reliance on external power sources.
Customer Desire: Customer desires: (1) **Order** (need for a prepared environment, i.e., weed-free garden). (2) **Independence** (need to perform the task without assistance). (3) **Saving** (need for a durable tool to avoid frequent replacements). (4) **Tranquility** (need for a safe, ergonomic design).
Customer Intention: Customer intends: (1) Purchase a product that fully matches the 'weed puller' specifications. (2) Consider substitutes if key features (e.g., foot pedal, claws) are missing. (3) Combine products if the tool only partially works. (4) Reject irrelevant products.


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: optimum nutrition preworkout
Product: Optimum Nutrition Amino Energy - Pre Workout with Green Tea, BCAA, Amino Acids, Keto Friendly, Green Coffee Extract, Energy Powder - Watermelon, 65 Servings

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 Optimum Nutrition, a trusted brand. (Belief) 2. Customer believes the product is labeled as a 'Pre Workout' supplement. (Belief) 3. Customer believes the product includes amino acids and energy-boosting ingredients like green tea and green coffee extract. (Belief) 4. Customer believes the product may lack certain ingredients commonly associated with traditional pre-workouts (e.g., creatine, beta-alanine). (Belief)
Customer Desire: 1. Customer desires a pre-workout supplement to enhance physical performance (Desire 9: Physical activity). (Desire) 2. Customer desires a product that aligns with their trust in the Optimum Nutrition brand (Desire 8: Order). (Desire) 3. Customer desires control over their workout results (Desire 10: Power). (Desire) 4. Customer desires clarity on whether the product meets all their pre-workout needs (Desire 2: Curiosity). (Desire)
Customer Intention: 1. Customer intends to verify if the product fully matches the 'preworkout' specifications. (Intention) 2. Customer intends to check for missing ingredients compared to standard pre-workouts. (Intention) 3. Customer intends to evaluate if the amino acid focus makes it a viable substitute. (Intention) 4. Customer intends to decide whether to purchase this product or search for alternatives. (Intention)


assistant

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