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: contigo without straw
Product: Contigo AUTOSEAL Trekker Kids Water Bottles, 14 oz, Cherry Blossom & Amethyst, 2-Pack AND Contigo 2001147 Autoseal Trekker Kids Water Bottle, 2-Pack, Granny Smith & Nautical

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) Contigo products often include straws by default. (2) The query specifies a Contigo product 'without straw'. (3) The product title does not explicitly mention 'without straw'. (4) The product may include a straw if not stated otherwise.
Customer Desire: Customer desires: (1) Independence (to select a product that aligns with their specific need for no straw). (2) Order (to find a product that matches the exact query specifications). (3) Curiosity (to confirm if the product meets the 'no straw' requirement). (4) Tranquility (to avoid purchasing an incorrect product).
Customer Intention: Customer intends: (1) Verify if the product description explicitly states 'without straw'. (2) Compare the product with other Contigo models that explicitly exclude straws. (3) Check specifications for straw inclusion. (4) Seek alternatives if the product includes a straw.


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: horse chestnut
Product: Vitanica Horse Chestnut, Promotes Vein and Capillary Strength & Circulation, Vegan/Vegetarian, 60 Capsules

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 contains horse chestnut as a primary ingredient. 2. Customer believes the product is intended to support vein, capillary strength, and circulation. 3. Customer believes the product aligns with vegan/vegetarian dietary preferences. 4. Customer believes the product is in capsule form for easy consumption.
Customer Desire: 1. Customer desires to address health concerns related to vein/capillary health (Curiosity, Physical Activity). 2. Customer desires a product compatible with vegan/vegetarian values (Idealism). 3. Customer desires a reliable supplement to accumulate for long-term use (Saving). 4. Customer desires a secure and trustworthy solution for health needs (Tranquility).
Customer Intention: 1. Customer intends to purchase a product that explicitly contains horse chestnut. 2. Customer intends to verify the product’s alignment with their dietary preferences. 3. Customer intends to ensure the product meets their circulatory health goals. 4. Customer intends to compare this product with alternatives for efficacy and safety.


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: sunshade for scope
Product: SPINA OPTICS Scope Accessories Mesh 44MM/50MM/56MM Hunting Equipment Optical Aim Sight Rifle Scope Sunshade Caps Killflash Honeycomb (for 44mm Scope)

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 sunshade designed for rifle scopes. 2. Customer believes the product is compatible with 44mm scopes, a common size. 3. Customer believes the product includes anti-glare features (e.g., honeycomb design). 4. Customer believes the product is part of hunting/optical equipment, implying durability.
Customer Desire: 1. Customer desires to protect their scope from sunlight (Tranquility: need for security). 2. Customer desires a precise fit for their scope (Order: need for prepared environments). 3. Customer desires high-quality gear to enhance their equipment’s performance (Social Status: need for significance). 4. Customer desires functional accessories aligned with their hobby (Curiosity: need to gain practical knowledge).
Customer Intention: 1. Customer intends to purchase a sunshade that matches their scope’s specifications. 2. Customer intends to verify compatibility with their 44mm scope. 3. Customer intends to compare anti-glare features (honeycomb vs. standard). 4. Customer intends to confirm the product’s durability for outdoor use.


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

Query: keto carbs cookbook
Product: Keto Air Fryer Cookbook For Beginners: 550 Air Frying Recipes To Lose Weight Quick and Easy on the Ketogenic Diet (Keto Air Fryer Recipes)

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 keto-focused cookbook (Belief). (2) the product emphasizes low-carb recipes, aligning with 'keto carbs' (Belief). (3) the product includes air fryer-specific recipes, which may not directly address general carb management (Belief). (4) the product targets beginners and weight loss goals (Belief).
Customer Desire: Customer desires: (1) to gain knowledge about keto-friendly, low-carb recipes (Curiosity) (Desire). (2) to maintain a healthy diet aligned with keto principles (Eating) (Desire). (3) to simplify meal planning with structured recipes (Order) (Desire). (4) to achieve self-reliance in preparing keto meals (Independence) (Desire).
Customer Intention: Customer intends: (1) to find a cookbook explicitly focused on keto and carb management (Intention). (2) to acquire recipes that align with their dietary goals without requiring specialized appliances (Intention). (3) to ensure the cookbook is beginner-friendly (Intention). (4) to prioritize weight loss through keto-compliant meals (Intention).


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: iphone 8 cases
Product: Speck Products Presidio Pro iPhone SE 2020 Case/iPhone 8 - Black/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 iPhone SE 2020 and iPhone 8. 2. Customer believes the product is compatible with iPhone 8 based on the title. 3. Customer believes the product is a protective case. 4. Customer believes the color (Black/Black) is a standard option.
Customer Desire: 1. Customer desires a case that fits their iPhone 8 (Order: need for a prepared, established product). 2. Customer desires a functional product that meets specifications (Saving: need to acquire a precise solution). 3. Customer desires clarity on compatibility (Curiosity: need to confirm accuracy). 4. Customer desires protection for their device (Tranquility: need for security).
Customer Intention: 1. Customer intends to verify if the case explicitly supports iPhone 8. 2. Customer intends to ensure the product matches their device model. 3. Customer intends to confirm the product’s primary purpose (case vs. accessory). 4. Customer intends to assess if the color/style meets preferences.


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: i am looking for an olive green fur coat that has a cheetah print on it. it is a long jacket with buttons. 
Product: Free People | Mena Faux Fur Coat | Rose | 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 is 'Rose' color, not olive green. 2. Customer believes the product is a faux fur coat, which may align with 'fur coat' query. 3. Customer believes the product lacks a cheetah print. 4. Customer believes the product is a long jacket with buttons, matching the query's style.
Customer Desire: 1. Customer desires Order (Reiss #8) to fulfill specific requirements (color, print, style). 2. Customer desires Social Status (Reiss #14) to acquire a stylish coat. 3. Customer desires Independence (Reiss #7) to express individuality through unique design. 4. Customer desires Saving (Reiss #12) to invest in a high-quality product.
Customer Intention: 1. Customer intends to find an exact match for the olive green cheetah-print coat. 2. Customer intends to consider alternatives if exact specifications are unmet. 3. Customer intends to verify product details (color, print) before purchase. 4. Customer intends to prioritize style and uniqueness over minor mismatches.


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: 2.5 gallon water
Product: Reliance Products Aqua-Pak 2.5 Gallon Rigid Water Container Blue, 9.3 Inch x 7.5 Inch x 12.0 Inch

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 2.5-gallon container. 2. Customer believes the product is designed for water storage. 3. Customer believes the product's rigid structure ensures durability. 4. Customer believes the dimensions (9.3" x 7.5" x 12.0") are practical for their needs.
Customer Desire: 1. Customer desires to store water efficiently (Saving). 2. Customer desires a reliable solution for emergencies (Tranquility). 3. Customer desires a product that matches exact specifications (Order). 4. Customer desires to ensure family safety by having water reserves (Family).
Customer Intention: 1. Customer intends to purchase the product for its stated capacity. 2. Customer intends to use it for long-term water storage. 3. Customer intends to verify compatibility with their storage space. 4. Customer intends to compare it with alternatives for cost-effectiveness.


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: airpod cover custom
Product: Filoto Case for Airpods, Airpod Case Cover for Apple Airpods 2&1 Charging Case, Cute Air Pods Silicone Protective Accessories Cases/Keychain/Pompom, Best Gift for Girls and Women, 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: (B1) the product is a protective cover for Airpods; (B2) 'custom' implies personalization options (e.g., engravings, color choices); (B3) the product is compatible with their Airpods model (2&1); (B4) the product’s design (cute, gift-oriented) aligns with aesthetic preferences.
Customer Desire: Customer desires: (D12) Saving - to acquire a functional case to protect their Airpods; (D14) Social Status - to own or gift a product perceived as trendy or socially appealing; (D8) Order - to find a product that precisely matches their specifications (e.g., 'custom'); (D7) Independence - to personalize the case to reflect their unique style.
Customer Intention: Customer intends: (I1) Purchase a case that is both protective and customizable; (I2) Verify if the product offers personalization features; (I3) Compare the product’s design with other customizable options; (I4) Prioritize functionality (protection) over customization if personalization is unavailable.


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: stan for proyector
Product: Projector Screen with Stand, Vamvo 120 inch Portable Foldable Projection Screen 16:9 HD 4K Indoor Outdoor Projector Movies Screen with Carrying Bag for Home Theater Camping and Recreational Events

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) 'stan for proyector' implies a need for a projector, 2) the term 'stan' suggests a strong preference for a high-quality or specific type of projector, 3) the product title mentions 'Projector Screen with Stand', which includes a stand but not the projector itself, 4) the customer may associate 'stand' with a necessary accessory for a projector setup.
Customer Desire: Customer desires: 1) **Curiosity** (to acquire a functional projector for knowledge/entertainment), 2) **Order** (to ensure a prepared, stable setup for home theater/camping), 3) **Social Status** (to own a high-quality projector setup for social significance), 4) **Tranquility** (to secure a reliable product for safety during use).
Customer Intention: Customer intends: 1) to purchase a projector, 2) to ensure compatibility with a stand, 3) to prioritize portability for outdoor use, 4) to acquire a complete home theater setup.


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: plum eyeshadow matte
Product: Revlon ColorStay Not Just Nudes Shadow Palette, Romantic Nudes

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 plum-colored eyeshadow; (2) the product offers a matte finish; (3) plum eyeshadow suits their skin tone or preferences; (4) Revlon is a reliable brand for makeup.
Customer Desire: Customer desires: (1) Acceptance (to be appreciated for their makeup choices); (2) Order (to find a product that matches their exact specifications); (3) Curiosity (to confirm if the product meets their needs); (4) Social status (to use a reputable brand).
Customer Intention: Customer intends: (1) Identify if the product includes plum shades; (2) Verify if the eyeshadows are matte; (3) Assess whether the palette aligns with their preferences; (4) Compare the product to alternatives.


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.