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: thomas super station
Product: Thomas & Friends MINIS, 20 Pack

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) 'thomas super station' refers to a Thomas & Friends-themed playset or station. (2) 'Thomas' in the query relates to the Thomas the Tank Engine franchise. (3) 'super station' implies a large or enhanced playset structure. (4) The product title 'MINIS' suggests small figurines rather than a station.
Customer Desire: Customer desires: (1) Family (desire to purchase toys aligned with children’s interests, linked to Thomas & Friends). (2) Saving (desire to collect a complete set of 20 items). (3) Social status (desire to own branded/recognizable toys). (4) Order (desire for a structured playset matching the query’s 'station' specification).
Customer Intention: Customer intends: (1) Confirm if the product is a Thomas-themed station. (2) Verify if the 20-pack includes a playset. (3) Check compatibility with existing Thomas & Friends toys. (4) Ensure the product matches the 'super station' scale/functionality.


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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: bmi scales digital weight and body fat
Product: Etekcity Smart Scale for Body Weight, Digital Bathroom Weighing Scales with Body Fat and Water Weight for People, Bluetooth BMI Electronic Body Analyzer Machine, 400lb

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) BMI scales should measure weight and body fat digitally. (2) Digital scales provide accurate and easy-to-read measurements. (3) Body fat percentage is a critical metric for health tracking. (4) A dedicated BMI scale is necessary for comprehensive health analysis.
Customer Desire: Customer desires: (1) Curiosity (to gain knowledge about their body metrics like BMI and body fat). (2) Order (to maintain structured health data through digital tracking). (3) Physical activity (to monitor fitness progress via body composition metrics). (4) Independence (to self-manage health metrics without external assistance).
Customer Intention: Customer intends: (1) Purchase a scale that measures BMI, weight, and body fat digitally. (2) Ensure the product provides precise and reliable data. (3) Use the scale to track health progress over time. (4) Prioritize devices with Bluetooth connectivity for data synchronization.


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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: the briner
Product: Leadership Lessons of Jesus: A Timeless Model for Today's Leaders

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 'the briner' refers to a specific book, author, or concept. Customer believes the product title relates to leadership or religious teachings. Customer believes the query might contain a typo or misphrasing. Customer believes the product may not directly address their intended search.
Customer Desire: Customer desires to find a product matching their search intent (Curiosity). Customer desires clarity on the relevance of the product to their query (Order). Customer desires accurate information to fulfill their knowledge or practical needs (Independence). Customer desires to avoid irrelevant or misleading results (Tranquility).
Customer Intention: Customer intends to confirm if the product aligns with their search for 'the briner'. Customer intends to determine if the product is a leadership resource. Customer intends to verify if the product addresses a typo-related query. Customer intends to assess the product’s thematic connection to their query.


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: fsa eligible items only
Product: La Roche-Posay Anthelios AOX Daily Antioxidant Serum with Sunscreen, Broad Spectum SPF 50 Daily Anti-Aging Sunscreen with Vitamin C & E

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) FSA eligibility requires products to be medical expenses. (2) Sunscreen with SPF 50 may qualify as a medical product for sun protection. (3) Anti-aging claims might categorize the product as cosmetic, not medical. (4) FSA guidelines require explicit eligibility confirmation for combination products (e.g., serum + sunscreen).
Customer Desire: Customer desires: (1) Order (need to follow FSA rules strictly). (2) Saving (need to use FSA funds efficiently). (3) Tranquility (need to avoid reimbursement issues). (4) Independence (need to make informed decisions).
Customer Intention: Customer intends: (1) Verify if the product is FSA-eligible. (2) Check if the sunscreen component meets FSA criteria. (3) Confirm whether anti-aging claims invalidate eligibility. (4) Cross-reference the product with official FSA lists.


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: eye covers
Product: Eye Mask Sleep Masks Pack of 36 PorsMing Sleeping Mask Blindfold Eye Cover Team Building Games Party with Nose Pad and Adjustable Strap for Women Men Kids 4 Layers Colors (18 Color 36 Pieces)

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 designed to cover the eyes during sleep or relaxation (Belief). (2) the product is available in bulk (36 pieces), which may indicate a need for multiple units (Belief). (3) the product includes features like a nose pad and adjustable strap for comfort (Belief). (4) the product is marketed for team-building games/parties, suggesting a secondary use case (Belief).
Customer Desire: Customer desires: (1) to block light effectively for better sleep (Curiosity: need to confirm functionality) (Desire). (2) to ensure comfort during use (Tranquility: need for security/protection) (Desire). (3) to purchase in bulk for group activities or cost-efficiency (Saving: need to accumulate) (Desire). (4) to use the product for non-sleep purposes like games (Social Contact: need for relationships) (Desire).
Customer Intention: Customer intends: (1) to purchase a product that primarily serves as an eye cover for sleep (Intention). (2) to use the product for team-building/party activities (Intention). (3) to prioritize comfort features like adjustable straps (Intention). (4) to buy in bulk for shared or repeated use (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 determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: A Lenovo like mine its a little notebook it's fab. It would be black in colour 
Product: Smarty Stop Gummy Filled Spicy Mango, 5 Pound

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) Their Lenovo notebook is small, black, and of high quality. 2) The product being evaluated might relate to their laptop. 3) The product title mentions 'spicy mango gummy,' which is unrelated to electronics. 4) The query and product belong to entirely different categories (tech vs. food).
Customer Desire: Customer desires: 1) Order (to find a product that matches their query specifications). 2) Curiosity (to confirm if the product aligns with their needs). 3) Independence (to make a self-reliant decision). 4) Tranquility (to avoid purchasing irrelevant items).
Customer Intention: Customer intends: 1) Verify if the product matches their laptop’s specifications. 2) Confirm the product’s category (tech vs. food). 3) Assess functional relevance (e.g., accessory vs. unrelated item). 4) Conclude irrelevance due to mismatched categories.


assistant

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


system
You are a helpful assistant. The assistant first thinks about the reasoning process in the mind by using Belief-Desire-Intention (BDI) framework and then provides the user with the answer. The reasoning process and answer are enclosed within <think> </think> and <answer> </answer> tags, respectively. 
Below is an instruction that describes a task. After thinking, when you finally reach a conclusion based on the customer's intention, desire and belief, clearly state the BDI thinking process within <think> </think> and then the answer within <answer> </answer> tags.


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

Query: emirates toy plane
Product: Daron Skymarks Spirit A321neo 1/150 New Livery with WiFi Dome

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 'Emirates' refers to the airline company. 2. Customer believes the product should be a toy plane model related to Emirates. 3. Customer believes Emirates uses specific aircraft models (e.g., A380) in its fleet. 4. Customer believes the product title does not explicitly mention 'Emirates' branding.
Customer Desire: 1. Customer desires a collectible toy plane (Social Status). 2. Customer desires accurate representation of Emirates aircraft (Curiosity). 3. Customer desires adherence to their hobby/collection standards (Order). 4. Customer desires a product that aligns with their interest in aviation (Curiosity).
Customer Intention: 1. Customer intends to verify if the product matches Emirates branding. 2. Customer intends to check if the aircraft model (A321neo) is part of Emirates' fleet. 3. Customer intends to confirm the product’s relevance to their collection. 4. Customer intends to seek alternatives if the product is unrelated.


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: light up christmas decorations
Product: Twinkle Star 24 LED Tabletop Lighted Birch Tree Battery Operated, Thanksgiving Table Decoration Lights for Indoor Christmas Wedding Party Home Bedroom Fall Decoration

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 Christmas decoration. (2) The product includes LED lights that can 'light up'. (3) The product is battery-operated and suitable for indoor use. (4) The product is versatile for multiple occasions (Christmas, Thanksgiving, weddings).
Customer Desire: Customer desires: (1) Order (need for a prepared, festive environment during Christmas). (2) Social Contact (need to create a welcoming atmosphere for gatherings). (3) Idealism (need to enhance holiday ambiance through decorations). (4) Saving (need to use a product for multiple events).
Customer Intention: Customer intends: (1) Purchase a Christmas-themed lighted decoration. (2) Use the product indoors for holiday ambiance. (3) Enhance visual appeal during celebrations. (4) Utilize the product for both Christmas and other events.


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: led logo lights for car door
Product: LED Car Door Light Projector Courtesy LED Laser Welcome Lights Ghost Shadow Light Logo Compatible with Accessories X1/X3/X4/X6/3/4/5/6/7/Z/GT Series-4 Pack

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) LED lights are essential for car door illumination. (2) The product should project a logo or custom design. (3) Compatibility with their car model (e.g., BMW X1/X3/X4/X6) is critical. (4) A 4-pack ensures coverage for multiple doors.
Customer Desire: Customer desires: (1) **Social Status** (Desire 14) - to enhance their car's aesthetics and uniqueness. (2) **Independence** (Desire 7) - to personalize their vehicle. (3) **Order** (Desire 8) - to ensure the product is compatible and easy to install. (4) **Curiosity** (Desire 2) - to explore innovative car accessories.
Customer Intention: Customer intends: (1) To purchase a product that exactly matches 'LED logo lights for car door'. (2) To verify compatibility with their car model. (3) To ensure the product includes logo projection. (4) To confirm the 4-pack meets their needs.


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: be you not them decor
Product: Scwhousi Good Friends Bestie Gifts for Women Her, Ceramic Ring Dish for Friends Birthday Gift - Good Friends are Like Stars, You Don't Always See Them But You Know They're Always There

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 should emphasize individuality ('be you not them'). (Belief)
2. Customer believes the product title focuses on friendship ('Good Friends Bestie Gifts') rather than self-identity. (Belief)
3. Customer believes the phrase 'be you not them' implies avoiding generic or common themes. (Belief)
4. Customer believes the product’s message ('Good Friends are Like Stars') is unrelated to self-expression. (Belief)
Customer Desire: 1. Customer desires **Independence** (Reiss’s Basic Desire #7: the need to be distinct and self-reliant). (Desire)
2. Customer desires **Social Contact** (Reiss’s Basic Desire #13: the need for relationships with others). (Desire)
3. Customer desires **Idealism** (Reiss’s Basic Desire #6: the need for social justice or meaningful themes). (Desire)
4. Customer desires **Honor** (Reiss’s Basic Desire #5: alignment with personal values). (Desire)
Customer Intention: 1. Customer intends to find decor that prioritizes self-identity over generic themes. (Intention)
2. Customer intends to avoid products emphasizing friendship if they conflict with individuality. (Intention)
3. Customer intends to seek unique, non-conformist messages. (Intention)
4. Customer intends to confirm if the product aligns with their core value of self-expression. (Intention)


assistant

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