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

Query: spondylitis pillow
Product: K Ka Ua Neck Roll Pillow Cervical Bolster with Bamboo Cover  Memory Foam Spine Lumbar Traction Spondylosis Support 4 Diameter x 17 Length (4 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: Customer believes: (1) A 'spondylitis pillow' should provide targeted spinal/cervical support to alleviate pain. (2) Memory foam is a desirable material for spinal support due to its contouring properties. (3) Spondylosis (mentioned in the product) is related to spondylitis, suggesting potential relevance. (4) A bamboo cover indicates comfort and breathability, which are important for prolonged use.
Customer Desire: Customer desires: (1) Tranquility (need to reduce physical discomfort and feel secure in product efficacy). (2) Physical activity (need for a product that supports bodily health through ergonomic design). (3) Order (need for a product that explicitly addresses their medical condition). (4) Idealism (expectation that the product aligns with medical recommendations for spondylitis management).
Customer Intention: Customer intends: (1) Identify pillows specifically designed for spondylitis. (2) Verify if the product’s features (e.g., cervical traction, lumbar support) match spondylitis requirements. (3) Confirm whether 'spondylosis support' is functionally equivalent to 'spondylitis support'. (4) Assess if the pillow’s dimensions and materials meet ergonomic standards for their condition.


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: pharma 16 short
Product: Nature's Way Sambucus Immune Elderberry Syrup with Echinacea, Zinc & Vitamin C, Immune Support*, 8 Fl Oz.

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 'pharma 16 short' refers to a pharmaceutical product with 16 key ingredients in a short/concentrated form (Belief). Customer believes the product should be explicitly labeled as pharmaceutical-grade (Belief). Customer believes the query specifies a particular formulation or brand (Belief). Customer believes immune support products like elderberry syrup may not meet 'pharma 16' specifications (Belief).
Customer Desire: Customer desires a product matching precise specifications (Order). Customer desires effective immune support (Tranquility). Customer desires assurance of pharmaceutical quality (Social Status). Customer desires to acquire a product that aligns with their interpretation of 'pharma 16 short' (Saving).
Customer Intention: Customer intends to verify if the product matches the 'pharma 16' formulation (Intention). Customer intends to compare ingredients with the implied 16 components (Intention). Customer intends to confirm pharmaceutical-grade certification (Intention). Customer intends to seek alternatives if specifications are unmet (Intention).


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: 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: arm and bra fat workout
Product: Sunny Health & Fitness Squat Assist Row-N-Ride Trainer for Glutes Workout with Training Video

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 should target arm and bra fat reduction. (2) The product should provide a workout specifically for upper body areas. (3) The product's description does not mention arm or upper body focus. (4) The product emphasizes glutes and lower body training.
Customer Desire: Customer desires: (1) Physical activity (Desire 9) to target arm and bra fat. (2) Independence (Desire 7) to perform workouts at home. (3) Order (Desire 8) through structured exercise routines. (4) Power (Desire 10) to control their fitness progress.
Customer Intention: Customer intends: (1) To find equipment that directly addresses arm and bra fat. (2) To avoid products unrelated to upper body workouts. (3) To prioritize devices with explicit upper body exercise features. (4) To seek alternatives if the product does not meet their needs.


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: 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: gift boxes without lids
Product: Small Kraft Gift Boxes 100pcs for Gift Giving 5x5x3 in,Brown Paper Treat Box with lid for Bridesmaid Proposal/Christmas,Easy Assemble Cube Favor Box for Birthday Party,Mini Cardboard Box for Wedding

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 lids as mentioned in the title; (2) the query explicitly requires boxes without lids; (3) the presence of a lid might make the product unsuitable for their needs; (4) the product’s other features (e.g., size, material) might still align with their requirements.
Customer Desire: Customer desires: (1) Independence (to select a product that fully matches their specifications without compromise); (2) Order (to ensure the product adheres to their precise requirement of lacking lids); (3) Curiosity (to confirm whether the product can functionally meet their needs despite the lid); (4) Power (to make an informed decision that aligns with their control over the purchase).
Customer Intention: Customer intends: (1) to verify if the product truly lacks lids; (2) to consider alternative uses for the product if lids are removable; (3) to assess whether the lid’s presence negates the product’s relevance; (4) to prioritize other features (e.g., size, assembly) if the lid issue is manageable.


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: floor lamp without shade
Product: BoostArea Farmhouse Floor Lamp, Standing Tall Pole Lamp, 3pcs 9W LED Tree Floor Lamp, 3-Color Temperature, Adjustable Metal Lampshades, Footswitch, Industrial Floor Lamp for Living Room, Bedroom, Home

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 a floor lamp without a shade exists. 2. Customer believes the shade is a removable or optional component. 3. Customer believes the product may not explicitly mention the absence of a shade. 4. Customer believes the product's adjustable metal lampshades imply the presence of a shade.
Customer Desire: 1. Customer desires Order (Desire 8) - a lamp that matches their prepared environment (no shade). 2. Customer desires Independence (Desire 7) - a distinct product aligning with their specifications. 3. Customer desires Saving (Desire 12) - avoiding purchasing additional components (e.g., shade removal). 4. Customer desires Tranquility (Desire 15) - security in a lamp that meets their exact needs.
Customer Intention: 1. Customer intends to find a floor lamp without a pre-installed shade. 2. Customer intends to verify if the product’s description explicitly excludes a shade. 3. Customer intends to consider alternatives if the product includes a shade. 4. Customer intends to confirm whether the lampshades are removable.


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: pain without love
Product: Love Without Pain: Book of Contemplations and Guided Visualizations Designed to Empower You to Find Love Author: D. Sharma

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 are experiencing emotional pain due to a lack of love. 2. Customer believes the product 'Love Without Pain' addresses the inverse of their query ('pain without love'). 3. Customer believes the product offers contemplations and guided visualizations to empower finding love. 4. Customer believes the product may not directly address their specific phrasing but relates to overcoming love-related struggles.
Customer Desire: 1. Customer desires tranquility (need to feel secure and protected from emotional pain) (Desire 15). 2. Customer desires idealism (need for social justice in relationships) (Desire 6). 3. Customer desires curiosity (need to gain knowledge about resolving love-related pain) (Desire 2). 4. Customer desires independence (need to self-reliantly resolve emotional struggles) (Desire 7).
Customer Intention: 1. Customer intends to find a product that directly addresses 'pain without love.' 2. Customer intends to use the product as a substitute to reframe their perspective on love and pain. 3. Customer intends to seek alternatives to alleviate emotional pain. 4. Customer intends to combine the product with other resources for holistic healing.


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: arceas pokemon card
Product: Pokemon Arceus Full Art Foil Black Star Promo XY116

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) 'arceas' is a typo for 'Arceus', a Pokémon character. (2) The product title includes 'Arceus', indicating relevance. (3) The product is a Pokémon card. (4) The promo code XY116 may signify rarity or authenticity.
Customer Desire: Customer desires: (1) Saving (to collect a specific Pokémon card). (2) Curiosity (to confirm the card's details). (3) Social status (to own a rare/authentic promo card). (4) Order (to match the query specifications precisely).
Customer Intention: Customer intends: (1) Verify the product name matches 'Arceus'. (2) Confirm the promo code XY116 aligns with their search. (3) Check if 'Full Art Foil' and 'Black Star Promo' meet quality expectations. (4) Ensure the card is the exact version they seek.


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: best wireless headphones
Product: Powerbeats Pro Wireless Earbuds - Apple H1 Headphone Chip, Class 1 Bluetooth Headphones, 9 Hours of Listening Time, Sweat Resistant, Built-in Microphone - 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: (1) Wireless headphones should have no cords and use Bluetooth. (2) High-quality sound and battery life are important for 'best' wireless headphones. (3) Sweat resistance is a desirable feature for active use. (4) Apple H1 Chip enhances connectivity and performance.
Customer Desire: Customer desires: (1) Curiosity (to gain knowledge about product specs like battery life and Bluetooth quality). (2) Tranquility (to feel secure in the product’s reliability and durability). (3) Social status (to own a reputable brand like Apple/Beats). (4) Independence (to use headphones without physical constraints).
Customer Intention: Customer intends: (1) Prioritize wireless headphones with long battery life. (2) Ensure Bluetooth stability and range. (3) Verify comfort and sweat resistance for workouts. (4) Compare Apple/Beats products for quality assurance.


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: baby nursery set
Product: The Peanutshell Dinosaur Crib Bedding Sets for Boys | 3 Piece Nursery Set | Crib Comforter, Fitted Crib Sheet, Crib Skirt Included

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 'baby nursery set' should include multiple coordinated items for a crib. (2) The product title explicitly mentions '3 Piece Nursery Set' with specific components. (3) The product is gender-specific ('for Boys') and themed ('Dinosaur'). (4) The query may prioritize functionality (e.g., crib safety) over aesthetics.
Customer Desire: Customer desires: (1) Family (Desire 4: need to take care of offspring by ensuring a safe/comfortable nursery). (2) Order (Desire 8: need for a prepared, complete nursery setup). (3) Social status (Desire 14: need for a visually appealing nursery to reflect care/effort). (4) Saving (Desire 12: need to acquire a functional set efficiently).
Customer Intention: Customer intends: (1) Purchase a nursery set that includes all essential crib items. (2) Confirm the product matches gender preferences (for a boy). (3) Verify the included components (comforter, sheet, skirt) meet practical needs. (4) Ensure the design (dinosaur theme) aligns with aesthetic preferences.


assistant

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