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: 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: womens rugby shirts long sleeve
Product: XIAOMEIO Women Long Sleeve Crewneck Solid Basic T Shirt - Fall Winter Thick Fleece Shirts Wool Tee Velvet Warm Underwear Tops Dark Gray

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 rugby shirts typically have specific features (e.g., collars, reinforced stitching, sporty design). Customer believes the product lacks rugby-specific attributes. Customer believes the product is a basic long-sleeve shirt designed for warmth. Customer believes the product prioritizes comfort over sport functionality.
Customer Desire: Customer desires a long-sleeve shirt for physical activity (Desire 9: Physical activity). Customer desires a durable garment for rugged use (Desire 10: Power/control over functionality). Customer desires warmth and comfort (Desire 15: Tranquility). Customer desires a product aligning with practical needs (Desire 8: Order/preparedness).
Customer Intention: Customer intends to find a shirt suitable for casual wear. Customer intends to prioritize warmth over sport-specific features. Customer intends to compromise on rugby-specific details. Customer intends to use the product as a functional substitute.


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: best white noise machine for baby
Product: Fitniv White Noise Machine with Custom Button, 20 Natural Soothing Sounds & 32 Levels of Volume Control, Timer & Memory Feature, Plug in, Sound Machine for Baby Adults, Home & Office

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 white noise machines help babies sleep better. 2. Customer believes a good white noise machine for babies requires safety and soothing features. 3. Customer believes adjustable volume and sound variety are critical for infant comfort. 4. Customer believes a timer feature is necessary to avoid continuous operation.
Customer Desire: 1. Customer desires to fulfill the **Family** need (Reiss #4: care for offspring) by ensuring the product supports their baby’s well-being. 2. Customer desires **Tranquility** (Reiss #15: security) by selecting a safe, reliable product. 3. Customer desires **Order** (Reiss #8: structured environment) through features like timers and memory settings. 4. Customer desires **Curiosity** (Reiss #2: knowledge) to identify the 'best' product through comparisons.
Customer Intention: 1. Customer intends to prioritize products labeled for babies. 2. Customer intends to verify sound variety and volume control. 3. Customer intends to check safety certifications. 4. Customer intends to compare timer and memory features across options.


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: luxury robes for women
Product: Natori Women's Shangri-la Solid Knit Robe, Heather Grey, 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: 1. Customer believes 'luxury' implies high-quality materials and craftsmanship. 2. Customer believes luxury robes should be associated with reputable brands. 3. Customer believes luxury products often emphasize elegant design and comfort. 4. Customer believes luxury items may signal social status.
Customer Desire: 1. Customer desires social status (Desire 14) through owning a luxury product. 2. Customer desires acceptance (Desire 1) by being appreciated for their refined taste. 3. Customer desires idealism (Desire 6) if the brand aligns with ethical values. 4. Customer desires tranquility (Desire 15) through comfort and perceived security in quality.
Customer Intention: 1. Customer intends to identify robes labeled as 'luxury' or from high-end brands. 2. Customer intends to verify material quality (e.g., silk, premium knit). 3. Customer intends to assess design elements (e.g., color, style) for elegance. 4. Customer intends to confirm brand reputation for luxury goods.


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: live love and laugh jewerly
Product: Shag Wear Pewter Inspirational Quote Pendant Necklace (Live Love Laugh)

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 includes the phrase 'Live Love Laugh', (2) the product is a type of jewelry (pendant necklace), (3) the product’s material (pewter) aligns with their expectations, (4) the phrase 'Live Love Laugh' is inspirational and meaningful.
Customer Desire: Customer desires: (1) Social Status (to display a meaningful phrase symbolizing their values), (2) Idealism (to own a product reflecting positivity and inspiration), (3) Order (to find a product that precisely matches the query’s wording), (4) Curiosity (to confirm the product’s alignment with their search).
Customer Intention: Customer intends: (1) Purchase the product if it exactly matches the query’s phrase and jewelry type, (2) Consider alternatives if the phrase or product type deviates, (3) Prioritize phrase accuracy over material, (4) Use the product as a substitute if minor discrepancies exist.


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: +4x2 raised garden bed not fabric
Product: punada Premium Plant Cover Freeze Protection 8Ft x 24Ft Reusable Row Covers for Winter Frost Freeze Protection Blanket Anti-UV for Snow Animal 35oF Frost Protection -0.74 oz/yd2 (Frame not Include)

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 raised garden bed is a structure to hold soil/plants, not a cover. (2) The query specifies 'not fabric,' implying a preference for non-fabric materials. (3) The product is a fabric-based cover, not a structural garden bed. (4) The product’s dimensions (8Ft x 24Ft) do not align with the '+4x2' size mentioned in the query.
Customer Desire: Customer desires: (1) Order (need for a product that matches exact specifications). (2) Independence (need to avoid substitutes that require additional components). (3) Saving (need to avoid purchasing irrelevant items). (4) Power (need to control the purchase outcome to meet gardening goals).
Customer Intention: Customer intends: (1) To purchase a raised garden bed structure, not a protective cover. (2) To avoid fabric-based products. (3) To ensure the product dimensions match '+4x2.' (4) To find a standalone product that does not require combining with other items.


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: size 6 toddler wide snow boots
Product: Kamik unisex child Snobuster1 Snow Boot, Black, 6 Big Kid 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: Customer believes: (1) the product is labeled as 'Big Kid US' which may differ from toddler sizing; (2) the product does not explicitly mention 'wide' width; (3) 'toddler' and 'Big Kid' are distinct age/size categories; (4) snow boots require specific sizing for safety and comfort.
Customer Desire: Customer desires: (1) Physical activity (properly fitting boots for snow activities); (2) Tranquility (secure footwear to protect against cold); (3) Saving (value in purchasing the correct product); (4) Social status (appropriate gear for their child).
Customer Intention: Customer intends: (1) Find snow boots that match the toddler’s size 6 and wide width; (2) Ensure the product provides adequate safety and comfort; (3) Compare alternatives if specifications are unmet; (4) Verify product details to avoid mismatched purchases.


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: emergency red lights for firefighters
Product: ASPL 32LED Visor Lights 26 Flash Patterns Windshield Emergency Hazard Warning Strobe Beacon Split Mount Deck Dash Lamp With Extend Bracket (Red/White /Red/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) Firefighters require emergency red lights for visibility and safety. 2) Red is a critical color for emergency signaling. 3) Emergency lights must be durable and reliable in harsh conditions. 4) The product should comply with firefighter equipment standards.
Customer Desire: Customer desires: 1) Tranquility (need for security via effective emergency tools). 2) Order (need for reliable, standardized equipment). 3) Social status (need for equipment that ensures professional credibility). 4) Power (need to control emergency situations effectively).
Customer Intention: Customer intends: 1) Purchase red emergency lights with high visibility. 2) Ensure the product has multiple flash patterns for adaptability. 3) Verify durability for firefighting environments. 4) Confirm compliance with safety standards.


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: clothes rack portable
Product: Simple Trending Standard Rod Clothing Garment Rack, Rolling Clothes Organizer on Wheels for Hanging Clothes, Chrome

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 'portable' clothes rack should be easy to move and transport; (2) the product's 'wheels' indicate mobility, aligning with portability; (3) the product must function as a clothing organizer; (4) the term 'standard rod' suggests compatibility with typical clothing hangers.
Customer Desire: Customer desires: (1) Independence (need for a self-reliant, movable solution); (2) Order (need for an organized clothing storage system); (3) Physical Activity (indirectly, via ease of moving the rack to declutter spaces).
Customer Intention: Customer intends: (1) Identify a portable clothes rack; (2) Verify mobility features (e.g., wheels); (3) Ensure the product simplifies storage; (4) Confirm ease of assembly and space efficiency.


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: texas home t shirt women
Product: Dog Lover Gifts Womens Colorful Cool English Bulldog Mens T-Shirt

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 t-shirt designed for women. 2. Customer believes the product is related to dog lovers, specifically English Bulldogs. 3. Customer believes the product does not explicitly mention 'Texas' or 'home' themes. 4. Customer believes the product is marketed for both men and women (due to 'Mens T-Shirt' in the title).
Customer Desire: 1. Customer desires a product that aligns with their interest in Texas-themed apparel (Honor, Idealism). 2. Customer desires a product that fulfills their need for a women’s t-shirt (Social status, Order). 3. Customer desires clarity and specificity in product alignment with their query (Curiosity, Order). 4. Customer desires a product that reflects personal identity (Independence, Social status).
Customer Intention: 1. Customer intends to verify if the product includes Texas-related elements. 2. Customer intends to check if the product is exclusively for women. 3. Customer intends to compare the product with others that explicitly mention 'Texas home'. 4. Customer intends to reject the product if it does not meet the 'Texas home' criterion.


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: no stim pre workout
Product: Rich Piana 5% Nutrition FAF Overdosed Nitric Oxide Boosting, Non-Stim, Pre-Workout Powder | Massive Pumps, Strength Gains & Endurance | Aminos, L-Citrulline, Agmatine | 12.7 oz (Wildberry)

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) 'no stim' pre-workout products avoid stimulants like caffeine. (2) Non-stim pre-workouts are safer or better suited for their needs. (3) The product title explicitly states 'Non-Stim,' aligning with their requirement. (4) Ingredients like L-Citrulline and Agmatine are effective for pumps/endurance without stimulants.
Customer Desire: Customer desires: (1) Tranquility (need for security via avoiding stimulant side effects like jitters). (2) Physical activity (need for effective workout performance). (3) Independence (need to rely on non-stimulant formulas). (4) Order (need for a structured, predictable pre-workout routine).
Customer Intention: Customer intends: (1) Prioritize products labeled 'Non-Stim.' (2) Verify absence of stimulants in ingredients. (3) Seek pre-workouts focusing on pumps/endurance. (4) Confirm product aligns with their health/performance goals.


assistant

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