JackyChunKit/Qwen3_SFT_Post huggingface dataset:
Task: Query_Product_Rank


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: Rank the products A, B, C, ... based on their relevance to the provided query, and produce a ranked list with the most relevant product positioned at the top of the list.

Query: adult thomas the train shirt
Product list:
A: Thomas & Friends Engineer Hat / Cap
B: Train conductor costume for kids and adults Halloween Shirt T-Shirt
C: Jumping Beans Toddler Boys 2T-5T Thomas & Friends This is How We Roll Percy, Thomas & James Raglan Tee 3T Heather Gray
D: Dickies Hickory Striped Bib Overalls, Hickory Stripe, 36x32

Customer Belief: 1. Customer believes the product must be designed for adults. 2. Customer believes the product should feature 'Thomas the Train' branding. 3. Customer believes the product is a shirt (e.g., T-shirt). 4. Customer believes adult-sized Thomas-themed shirts are available in the product list.
Customer Desire: 1. Customer desires acceptance (Reiss #1: wanting a shirt that aligns with social appreciation of Thomas & Friends). 2. Customer desires social status (Reiss #14: wearing branded merchandise to signal affiliation). 3. Customer desires order (Reiss #8: finding a product that matches specific criteria). 4. Customer desires independence (Reiss #7: making a self-reliant choice).
Customer Intention: 1. Customer intends to prioritize adult-sized shirts. 2. Customer intends to look for explicit Thomas & Friends branding. 3. Customer intends to prefer T-shirts over other clothing types. 4. Customer intends to verify product availability for adults.


assistant

Answer: C,B,A,D
Task: Query_Product_Rank


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 of each product title in the input to the given query, and then sort the products in descending order of relevance, placing the most relevant product at the top of the ranked list.

Query: tote to carry shoes
Product list:
A: totes Women's Clear Bubble Umbrella
B: adidas Women's Sport To Street Tote Bag, Black, ONE SIZE

Customer Belief: Customer believes: (1) Product A is a clear bubble umbrella, not designed for carrying shoes. (Belief) (2) Product B is a sport-to-street tote bag, which may have features suitable for carrying shoes. (Belief) (3) Adidas is a brand associated with athletic gear, implying functionality for sports-related items like shoes. (Belief) (4) A 'tote' in the query likely refers to a bag, not an umbrella. (Belief)
Customer Desire: Customer desires: (1) Order (need for a product that organizes/protects shoes during transport). (Desire) (2) Physical activity (need for a bag compatible with sports/athletic use). (Desire) (3) Social status (preference for a reputable brand like Adidas). (Desire) (4) Independence (need for a versatile tote that serves multiple purposes). (Desire)
Customer Intention: Customer intends: (1) Prioritize products explicitly designed for carrying shoes. (Intention) (2) Favor bags with sport/athletic-related branding. (Intention) (3) Avoid products unrelated to shoe storage (e.g., umbrellas). (Intention) (4) Select totes with functional features (e.g., durability, size). (Intention)


assistant

Answer: B,A
Task: Query_Product_Rank


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 of each product title in the input to the given query, and then sort the products in descending order of relevance, placing the most relevant product at the top of the ranked list.

Query: hang clothes without closet
Product list:
A: YOUUD Closet Portable Closet Organizer Portable Wardrobe Closet Clothes Closet Portable Closet Wardrobe Closet Organizer Closet Clothes Portable Clothes Closet Clothes Storage Organizer Gray
B: Simple Trending Double Rod Clothing Garment Rack, Rolling Clothes Organizer on Wheels for Hanging Clothes,Bronze

Customer Belief: Customer believes: (1) they lack a traditional closet for hanging clothes, (2) portability and space efficiency are critical for their storage solution, (3) a freestanding alternative to a built-in closet is required, (4) the product should be easy to assemble and relocate.
Customer Desire: Customer desires: (7) Independence (to avoid reliance on fixed closet structures), (8) Order (to maintain an organized clothing storage system), (9) Physical Activity (if mobility is required), (12) Saving (to avoid purchasing a full closet system).
Customer Intention: Customer intends: (1) identify products that function without a built-in closet, (2) prioritize portability and space-saving features, (3) select easy-to-assemble solutions, (4) maximize hanging capacity within limited space.


assistant

Answer: B,A
Task: Query_Product_Rank


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 each product title in the given list, assess its relevance to the given query, and then arrange the products in descending order of relevance, with the most relevant product at the top of the ranked list.

Query: gold tennis bracelet set for women
Product list:
A: Rose Gold Cuff Bracelet for Women Girls,Multi-layer Cross Wire Bangle Bracelet Open Adjustable Wide Cuff Bracelet
B: MAGIC FISH Gold Bracelets for Men Imperial Crown King Bracelets Pave CZ Pulseira Bangle Luxury Charm Fashion Jewelry

Customer Belief: Customer believes: (1) The product should be made of gold. (2) The product should be a tennis bracelet. (3) The product should be designed for women. (4) The product should be a set (implying multiple pieces or coordinated design).
Customer Desire: Customer desires: (1) **Social status** (to own jewelry that aligns with feminine aesthetics and prestige). (2) **Order** (to find a product that strictly matches the query’s specifications). (3) **Saving** (to acquire a cohesive set rather than a single item). (4) **Curiosity** (to ensure the product meets quality and style expectations).
Customer Intention: Customer intends: (1) Prioritize products explicitly labeled for women. (2) Filter products with 'tennis bracelet' design (delicate, linked stones). (3) Verify the material (gold) and set inclusion. (4) Rank products based on alignment with all criteria.


assistant

Answer: A,B
Task: Query_Product_Rank


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 each product title in the given list, assess its relevance to the given query, and then arrange the products in descending order of relevance, with the most relevant product at the top of the ranked list.

Query: cannabis grow kit
Product list:
A: TopoLite 48"x24"x60" Indoor Grow Tent Room 600D Mylar Hydroponic Growing Plant w/Plastic Corner (48"x24"x60")
B: VIVOSUN Triangle Grow Tent with Bigger View Window for Indoor Plant Growing 41"x57"x71"

Customer Belief: 1. Customer believes that a 'cannabis grow kit' requires specific features like proper lighting, space, and materials. 2. Customer believes hydroponic compatibility is important for plant growth. 3. Customer believes Mylar material enhances light reflection for better growth. 4. Customer believes a grow tent’s size and structure impact cannabis cultivation efficiency.
Customer Desire: 1. Customer desires **Order** (need for a prepared environment) to ensure optimal growth conditions. 2. Customer desires **Curiosity** (need to gain knowledge) to select a scientifically effective product. 3. Customer desires **Power** (need for control) to manage the growing environment. 4. Customer desires **Independence** (need to be self-reliant) to cultivate cannabis successfully.
Customer Intention: 1. Customer intends to prioritize products with hydroponic compatibility. 2. Customer intends to evaluate grow tents with reflective materials like Mylar. 3. Customer intends to compare product dimensions for space efficiency. 4. Customer intends to rank products based on explicit cannabis-growing features.


assistant

Answer: B,A
Task: Query_Product_Rank


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 each product title. Sort the products in descending order based on their relevance to the query. The most relevant product should be at the top of the list, and output the ranked list.

Query: murphy bed
Product list:
A: Wallbedking Horizontal Wall beds (Classic Murphy Bed, Pull-Out Bed, Foldaway Bed, Hidden Bed) (Queen Wall Bed Kit (60" x 80"))
B: Amazon Brand  Stone & Beam Kristin Chair-and-a-Half Upholstered Sleeper Sofa, 55.5"W, Stone

Customer Belief: Customer believes: (1) a murphy bed is a space-saving solution; (2) a murphy bed is distinct from a regular bed or sofa; (3) a murphy bed is suitable for small living spaces; (4) a murphy bed is a long-term furniture investment.
Customer Desire: Customer desires: (1) Order (need for a prepared, space-efficient environment); (2) Saving (need to optimize space usage); (3) Independence (need for a self-reliant living setup); (4) Social status (need for a stylish, functional furniture choice).
Customer Intention: Customer intends: (1) to identify the product that best matches the definition of a murphy bed; (2) to compare space-saving features of the products; (3) to prioritize functionality over multi-purpose use; (4) to avoid products that do not align with the core purpose of a murphy bed.


assistant

Answer: A,B
Task: Query_Product_Rank


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 each product title in the given list, assess its relevance to the given query, and then arrange the products in descending order of relevance, with the most relevant product at the top of the ranked list.

Query: balloons co
Product list:
A: Signature by Levi Strauss & Co. Gold Label Women's Totally Shaping Bootcut Jeans, Rhapsody, 8
B: R+Co Balloon Dry Volume Spray, 5 Fl Oz
C: UNIQUE PARTY 80899 - 12" Latex Glitz Black and Silver 70th Birthday Balloons, Pack of 6
D: 60 Pack Gold Balloons + Gold Confetti Balloons w/Ribbon | Balloons Gold | Gold Balloon | Gold Latex Balloons | Golden Balloons | Party Balloons 12 inch | Clear Balloons with Gold Confetti |

Customer Belief: Customer believes: (1) 'balloons co' refers to products containing 'balloon(s)' in the title or brand. (2) Product B's 'R+Co Balloon' might align with 'co' as part of the brand name. (3) Products C and D explicitly mention 'balloons' and are likely party-related. (4) Product A (jeans) is unrelated to balloons.
Customer Desire: Customer desires: (1) Curiosity (to identify the most relevant products). (2) Order (to rank products systematically). (3) Power (to control decision-making through evaluation). (4) Independence (to self-reliantly determine relevance).
Customer Intention: Customer intends: (1) Prioritize products with exact keyword matches (e.g., 'balloons'). (2) Check if 'co' in the query refers to a brand (e.g., R+Co). (3) Evaluate product specificity (e.g., party vs. non-party use). (4) Rank based on keyword frequency and context.


assistant

Answer: D,C,B,A
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: dj lights in the car
Product: Sanhezhong Interior Car Lights, LED Car Strip Lights with Waterproof Design, 48 LED Remote Control Car Light Kit, Music Sync Under Dash Car Lighting with Car Charger, DC 12V

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) DJ lights in the car are meant to enhance the car's interior ambiance, (2) DJ lights should sync with music for a dynamic experience, (3) the product must be compatible with car power systems (e.g., 12V DC), (4) waterproof design is important for durability in a car environment.
Customer Desire: Customer desires: (1) Social contact (to create a fun atmosphere for passengers), (2) Curiosity (to explore innovative lighting effects), (3) Romance (to set a mood for dates), (4) Social status (to impress others with unique car lighting).
Customer Intention: Customer intends: (1) To purchase car-specific LED lights with music synchronization, (2) To ensure the product is easy to install and use, (3) To prioritize waterproof and durable designs, (4) To enhance the car’s aesthetic appeal for social interactions.


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: does not ship to australia
Product: It Doesnt Have To Be So Hard: Secrets to Finding & Keeping Intimacy

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 may not ship to Australia, (2) they need to confirm shipping availability to Australia, (3) the product's physical location or seller policies might restrict shipping to Australia, (4) the product description does not explicitly mention shipping to Australia.
Customer Desire: Customer desires: (1) Order (need for clarity on shipping policies), (2) Tranquility (need to feel secure about receiving the product), (3) Independence (need to make an informed decision without ambiguity), (4) Social Contact (need to resolve uncertainty by contacting support if necessary).
Customer Intention: Customer intends: (1) to verify shipping details for Australia, (2) to abandon the purchase if shipping is unavailable, (3) to seek alternative products that ship to Australia, (4) to contact customer support for confirmation.


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: aj1 black and white
Product: Nike Men's Air Jordan 1 Low White/Gym Red, White/Gym Red/Black, 9

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) 'aj1' refers to Air Jordan 1 sneakers. (2) The product should primarily feature black and white colors. (3) The product title includes 'Gym Red,' which is not part of the query. (4) The product is a low-top version (Air Jordan 1 Low), which may or may not align with their expectations.
Customer Desire: Customer desires: (1) Order (need for a product matching the exact color specifications 'black and white'). (2) Social status (need to acquire the correct product to maintain prestige). (3) Independence (need to make a confident choice without confusion). (4) Curiosity (need to confirm the product aligns with their query).
Customer Intention: Customer intends: (1) Verify if the product strictly matches the 'black and white' color scheme. (2) Check if 'Air Jordan 1 Low' is an acceptable variant. (3) Assess whether the inclusion of 'Gym Red' disqualifies the product. (4) Decide if the product can still serve their purpose despite the extra color.


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

Query: tank tops 2-t
Product: Fruit of the Loom mens Tag-free Tank A-shirt Underwear, White, 3X-Large 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 'tank tops 2-t' refers to a sleeveless shirt (tank top) in a 2-pack. 2. Customer believes the product should match the size implied by '2-t' (e.g., size 2XL). 3. Customer believes 'tank tops' are primarily for casual wear, not underwear. 4. Customer believes 'Tag-free' indicates comfort and avoids skin irritation.
Customer Desire: 1. Customer desires Order (Reiss's #8) to find a product that precisely matches the query specifications. 2. Customer desires Independence (Reiss's #7) to select a product that aligns with their understanding of 'tank tops.' 3. Customer desires Social Status (Reiss's #14) to ensure the product suits their public appearance. 4. Customer desires Tranquility (Reiss's #15) to avoid discomfort from non-tag-free products.
Customer Intention: 1. Customer intends to confirm if the product is a 2-pack. 2. Customer intends to verify if the size '3X-Large' matches their needs. 3. Customer intends to determine if the product is suitable as casual outerwear. 4. Customer intends to ensure the product’s 'Tag-free' feature meets their comfort expectations.


assistant

Answer: D: The product is irrelevant to the query.