JackyChunKit/Qwen3_SFT_Post huggingface dataset:
Task: Multiclass_Product_Classification


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


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

Query: osprey backpack ace 50
Product: Osprey Atmos AG 50 Men's Backpacking Backpack, Abyss Grey , Medium

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 'Ace 50' is a specific Osprey backpack model. 2. Customer believes the product title mentions 'Atmos AG 50', which is a different model. 3. Customer believes both products are Osprey backpacks with a 50-liter capacity. 4. Customer believes the product is designed for men and backpacking.
Customer Desire: 1. Customer desires to find the exact product matching 'Ace 50' (Curiosity). 2. Customer desires a functional backpack that meets their needs (Order). 3. Customer desires reliability and quality from a reputable brand (Tranquility). 4. Customer desires clarity on product specifications (Independence).
Customer Intention: 1. Customer intends to verify if 'Atmos AG 50' is equivalent to 'Ace 50'. 2. Customer intends to assess if the capacity and brand align with their requirements. 3. Customer intends to compare features of the two models. 4. Customer intends to determine if the product can substitute the 'Ace 50'.


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: flyfishing leadfree splitshot
Product: Loon Outdoors Camo Drops Split Shot | Twist Pot - No.6

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) split shot is a type of fishing weight used in flyfishing; (2) lead-free split shots are environmentally safer or legally required; (3) the product title mentions 'split shot,' indicating potential relevance; (4) the absence of 'lead-free' in the product title may imply it contains lead.
Customer Desire: Customer desires: (1) Environmental safety (Idealism - need for social justice) by using lead-free products; (2) Clarity (Curiosity - need to confirm product specifications); (3) Compliance with fishing regulations (Order - need for prepared environments); (4) Effective flyfishing gear (Physical activity - need for functional tools).
Customer Intention: Customer intends: (1) Identify if the product is lead-free; (2) Confirm suitability for flyfishing; (3) Verify compliance with environmental standards; (4) Compare the product’s specifications with their requirements.


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: mens professional make-up kit
Product: YAKAMOZ Professional Hair Cutting Scissors Set 10 Pcs,Hair Cutting Scissors,Thinning Shears, Hair Razor Comb, Clips, Cape,Makeup brush,Makeup brush,Hairdressing Scissors Kit For Men Women Pet

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 professional make-up kit designed for men. 2. Customer believes the product includes makeup brushes as part of a larger set. 3. Customer believes the term 'For Men' in the product title specifically tailors the kit to male users. 4. Customer believes the product may combine hair-cutting tools with makeup tools for a multi-purpose use.
Customer Desire: 1. Customer desires **Order** (need for a complete, organized professional kit). 2. Customer desires **Social Status** (need for professional-grade tools to enhance credibility). 3. Customer desires **Power** (need to control their professional appearance). 4. Customer desires **Curiosity** (need to explore specialized tools for men).
Customer Intention: 1. Customer intends to purchase a professional makeup kit explicitly for men. 2. Customer intends to find a multi-functional product combining hair and makeup tools. 3. Customer intends to verify if the product meets professional standards. 4. Customer intends to use the product as a substitute if it partially fulfills the query.


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: hot wheels austin martin
Product: Hot Wheels 2016 HW Showroom James Bond 007 Spectre Aston Martin DB10 112/250, Silver

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) 'Hot Wheels' refers to the toy car brand. (2) 'austin martin' is a misspelling of 'Aston Martin,' a luxury car brand. (3) The product should match the query's intended model (Aston Martin). (4) The product's year (2016) and design (James Bond theme) may or may not align with their expectations.
Customer Desire: Customer desires: (1) **Curiosity** (to confirm if the product matches their search). (2) **Order** (to find a specific, correctly named model). (3) **Saving** (to collect a desired Hot Wheels car). (4) **Social status** (to own a rare or themed collectible).
Customer Intention: Customer intends: (1) Verify if 'austin martin' refers to 'Aston Martin.' (2) Confirm the product is an Aston Martin model. (3) Check if the James Bond/Spectre theme aligns with their interest. (4) Ensure the product meets the query's specifications (brand, car model).


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: torque wrench wira
Product: Wera Click-Torque A 5 torque wrench with reversible ratchet, 1/4 square drive x 2.5-25 Nm, black/green

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 'Wira' may refer to the brand 'Wera'. 2. Customer believes the product must have a torque range of 2.5-25 Nm. 3. Customer believes the product should include a 1/4 square drive. 4. Customer believes a reversible ratchet is a critical feature.
Customer Desire: 1. Customer desires accuracy (Curiosity - need to gain knowledge). 2. Customer desires reliability (Tranquility - need to be secure). 3. Customer desires efficiency (Order - need for prepared environments). 4. Customer desires brand alignment (Social status - need for social significance).
Customer Intention: 1. Customer intends to confirm if 'Wira' matches the product brand 'Wera'. 2. Customer intends to verify the torque range (2.5-25 Nm). 3. Customer intends to check the 1/4 square drive specification. 4. Customer intends to evaluate if the reversible ratchet 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: Determine the relevance between the query and the product title provided, and select your response from one of the available options.

Query: garage yard tool storage shed
Product: MANOKY Shovel Holder Wall Mount Outdoor 10 Pack - Garden Yard Tool Organizer for Garage - Shed Organizers and Storage Hooks - Rake Rack - Tool Holder and Hanger - Hardware 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) They need a storage solution for garage/yard tools. (2) The product should be durable and space-efficient. (3) Wall-mounted organizers are practical for tool storage. (4) A shed-like structure or accessory is required to declutter their space.
Customer Desire: Customer desires: (1) **Order** (need for an organized environment) (2) **Saving** (need to accumulate tools efficiently) (3) **Independence** (need for self-reliant storage) (4) **Physical activity** (need to install/use tools easily).
Customer Intention: Customer intends: (1) To maximize garage/yard space. (2) To organize tools systematically. (3) To use durable, long-lasting storage solutions. (4) To ensure easy access to tools.


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: gift for 27 year old woman
Product: 27th Bday Girl Princess Shirt 27 Yrs Old 27th Birthday Gifts

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 recipient is a 27-year-old woman celebrating her birthday, (2) the gift should align with the age and occasion, (3) birthday-themed products are appropriate, (4) the product title explicitly mentions '27th Birthday Gifts' and targets the same demographic.
Customer Desire: Customer desires: (1) Acceptance (to show appreciation through a thoughtful gift), (2) Social Status (to provide a gift that enhances the recipient’s social standing or celebration), (3) Honor (to adhere to birthday traditions and expectations), (4) Social Contact (to strengthen relationships through gifting).
Customer Intention: Customer intends: (1) To purchase a product explicitly labeled for a 27th birthday, (2) To select a gift with celebratory messaging (e.g., 'Princess,' 'Bday Girl'), (3) To prioritize age-specific branding (e.g., '27 Yrs Old'), (4) To choose a product marketed as a 'birthday gift' to ensure relevance.


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: zippo rechargeable hand warmer
Product: OCOOPA Rechargeable Hand Warmers, 1-Pack 5200mAh Portable Hand Warmer, Electric, Quick Heating, Great for Raynauds Sufferers Pain Relief, Ski, Hunting, Hiking, Winter Gifts, Black

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: 1. Customer believes the product is a rechargeable hand warmer. 2. Customer believes the product is not from the Zippo brand. 3. Customer believes the product is designed for outdoor activities (e.g., skiing, hiking). 4. Customer believes the product has a 5200mAh battery and quick heating capabilities.
Customer Desire: 1. Customer desires a reliable hand warmer for warmth and comfort (Tranquility). 2. Customer desires a product that aligns with their preference for a trusted brand (Social Status). 3. Customer desires a functional and durable product (Independence). 4. Customer desires a product that meets technical specifications like rechargeability and battery capacity (Curiosity).
Customer Intention: 1. Customer intends to purchase a rechargeable hand warmer. 2. Customer intends to prioritize functionality over brand loyalty. 3. Customer intends to verify if the product’s features (e.g., 5200mAh battery) meet their needs. 4. Customer intends to use the product for outdoor activities and pain relief.


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

Query: lemon essential oils for body butter
Product: Mango Scented Oil by Good Essential (Premium Grade Fragrance Oil) - Perfect for Aromatherapy, Soaps, Candles, Slime, Lotions, and More!

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 mango-scented, not lemon. 2. Customer believes body butter requires specific essential oils. 3. Customer believes the product is marketed for aromatherapy and other uses. 4. Customer believes the product is a premium-grade fragrance oil.
Customer Desire: 1. Customer desires a lemon-scented oil (Independence: distinct preference). 2. Customer desires a product suitable for body butter (Order: established use case). 3. Customer desires a high-quality product (Social status: premium grade). 4. Customer desires functional effectiveness in lotions (Physical activity: body care).
Customer Intention: 1. Customer intends to find a lemon-scented oil. 2. Customer intends to avoid non-lemon scented oils. 3. Customer intends to check if mango oil can substitute lemon. 4. Customer intends to confirm product compatibility with body butter.


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: men african shirt
Product: Men's African Dashiki Shirt - Long Sleeve Tribal Printed Stand Up Collar Shirts 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: 1. Customer believes the product is an African-style shirt for men. (B1) 2. Customer believes 'Dashiki' refers to a traditional African garment. (B2) 3. Customer believes the tribal print and stand-up collar align with African design aesthetics. (B3) 4. Customer believes the product's long sleeves and color (white) are acceptable variations. (B4)
Customer Desire: 1. Customer desires an authentic African-style shirt (Honor: cultural values). (D1) 2. Customer desires clothing that reflects cultural identity (Social status). (D2) 3. Customer desires clarity on product specifications (Curiosity). (D3) 4. Customer desires a garment that matches the functional description (Order). (D4)
Customer Intention: 1. Customer intends to verify if the product matches the 'African shirt' style. (I1) 2. Customer intends to confirm the product is explicitly for men. (I2) 3. Customer intends to assess if tribal prints and collar design meet expectations. (I3) 4. Customer intends to evaluate if color and sleeve length are acceptable. (I4)


assistant

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