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

Query: standing lamp without shade
Product: Eterbiz LED Floor Lamp Light-Tall Standing Modern Pole Light Industrial Light with Hanging Shade & Heavy Strong Iron Base Classic Industrial Light Without Bulb for Living Room and Bedroom

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 standing lamp without a shade is required for their needs; (2) lamps with shades do not fit their aesthetic or functional preferences; (3) the absence of a shade simplifies the design or maintenance; (4) the product title might indicate the lamp lacks a shade.
Customer Desire: Customer desires: (1) Order (need for a product matching precise specifications); (2) Independence (need for a distinct, self-reliant choice); (3) Tranquility (need for a secure, uncomplicated lighting solution).
Customer Intention: Customer intends: (1) to identify a lamp explicitly labeled as 'without a shade'; (2) to prioritize products that strictly meet the 'no shade' criterion; (3) to avoid products with conflicting descriptions; (4) to verify product details to ensure alignment with their requirements.


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: brita water filter
Product: Brita Water Bottle Replacement Water Bottle Filters, Black, 6 Count

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 need a Brita water filter. 2. Customer believes the product is a Brita-branded water filter. 3. Customer believes the product is a replacement filter. 4. Customer believes the product may not match their specific Brita appliance (e.g., pitcher vs. bottle).
Customer Desire: 1. Customer desires **Order** (need for a prepared, functional replacement filter). 2. Customer desires **Tranquility** (need for safe, filtered water). 3. Customer desires **Saving** (need to replace filters cost-effectively). 4. Customer desires **Honor** (need to trust Brita's brand reliability).
Customer Intention: 1. Customer intends to purchase a Brita water filter. 2. Customer intends to confirm compatibility with their existing Brita system. 3. Customer intends to replace their current filter. 4. Customer intends to seek alternatives if the product is incompatible.


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: dc universe infinite heroes crisis
Product: Mattel DC Comics Justice League Unlimited Starman Action Figure

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) 'dc universe infinite heroes crisis' refers to a specific DC Comics storyline or event. (2) Action figures related to this event exist. (3) The product title includes 'Justice League Unlimited,' which is a DC Comics team. (4) The product does not explicitly mention 'infinite heroes crisis' in its title.
Customer Desire: Customer desires: (1) Curiosity (to confirm if the product aligns with the query’s theme). (2) Social status (to own a collectible tied to a significant DC event). (3) Idealism (to support accurate merchandise linked to the query’s narrative). (4) Order (to find a product that matches the query’s specifications).
Customer Intention: Customer intends: (1) Verify if the product is part of the 'infinite heroes crisis' storyline. (2) Check for keywords like 'crisis' or 'infinite heroes' in the product description. (3) Compare the product with others explicitly tied to the event. (4) Confirm if 'Starman' is a character relevant to the query’s theme.


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: black rifle coffe ground
Product: Black Rifle Coffee Ground (Freedom Roast (Medium Roast), 12 Ounce)

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 from the Black Rifle Coffee brand. 2. Customer believes the product is pre-ground coffee. 3. Customer believes the product includes a medium roast type and 12-ounce size. 4. Customer believes 'Freedom Roast' is a specific variant of the brand.
Customer Desire: 1. Customer desires to fulfill the need for eating (Desire 3) by purchasing consumable coffee. 2. Customer desires order (Desire 8) by finding a product that matches their query specifications. 3. Customer desires social status (Desire 14) through association with a brand they value. 4. Customer desires tranquility (Desire 15) by ensuring the product meets expectations.
Customer Intention: 1. Customer intends to confirm the product matches the brand and type (Black Rifle Coffee Ground). 2. Customer intends to verify the roast type and size align with their preferences. 3. Customer intends to purchase the product if all specifications are met. 4. Customer intends to seek alternatives if discrepancies exist.


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: it's not hoarding if it's plants
Product: Retro Vintage Decor Metal Tin Sign Garden Girl, Its Not Hoarding If It's Plants Funny Retro Wall Art Sign 12x16inch

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 phrase 'it's not hoarding if it's plants' is a humorous justification for owning many plants. 2. Customer believes the product is a decorative item for garden or plant enthusiasts. 3. Customer believes the product aligns with a lighthearted, plant-related aesthetic. 4. Customer believes the sign serves as a conversation starter or expression of personality.
Customer Desire: 1. Customer desires social contact (Desire 13) by sharing humor or connecting with others who appreciate plants. 2. Customer desires idealism (Desire 6) by expressing values related to plant care or environmental appreciation. 3. Customer desires order (Desire 8) by decorating their space with thematic items. 4. Customer desires saving (Desire 12) if they collect plant-related items as a hobby.
Customer Intention: 1. Customer intends to purchase the sign as a humorous decor piece. 2. Customer intends to use the sign to validate their plant-collecting hobby. 3. Customer intends to gift the sign to a fellow plant enthusiast. 4. Customer intends to enhance their garden/indoor space with thematic art.


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: 01 ford mustang 3.8 tan seat covers without headrest
Product: FH Group Premium 3D Air Mesh Front Set Car Seat Covers Beige Front Set with Gift - Universal Fit for Cars, Trucks & SUVs

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 universal fit, which may not specifically mention compatibility with a 2001 Ford Mustang 3.8. (2) The product color is listed as 'beige,' which may not perfectly match the 'tan' specified in the query. (3) The product does not explicitly state whether it includes or excludes headrests. (4) The product is labeled as a 'Front Set,' which may align with the query’s focus on seat covers for the front seats.
Customer Desire: Customer desires: (1) A seat cover that matches their specific car model (2001 Ford Mustang 3.8) (Desire: Family - need to care for their vehicle). (2) A color (tan) that aligns with their interior (Desire: Order - need for consistency). (3) Seat covers without headrests to ensure proper fit (Desire: Order - need for precise specifications). (4) A product that fulfills their functional and aesthetic requirements (Desire: Social Status - need for a well-maintained vehicle).
Customer Intention: Customer intends: (1) Verify if the product is compatible with their specific Ford Mustang model. (2) Confirm the color accuracy of 'beige' versus 'tan.' (3) Check if the seat covers exclude headrests. (4) Evaluate whether the product can function as a substitute despite potential mismatches.


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: 1 inch hose clamps
Product: Precision Brand - 35280 B20HS All Stainless Worm Gear Hose Clamp, 3/4" - 1-3/4" (Pack of 10)

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's size range (3/4" to 1-3/4") includes 1 inch; (2) stainless steel material ensures durability; (3) worm gear design is reliable for hose clamping; (4) a pack of 10 meets quantity needs.
Customer Desire: Customer desires: (1) Order (need for a product that precisely matches the 1" specification); (2) Tranquility (need for a secure, durable clamp); (3) Curiosity (need to confirm compatibility); (4) Saving (need to acquire sufficient quantity).
Customer Intention: Customer intends: (1) Verify if 1" falls within the product’s stated size range; (2) Confirm the clamp’s material quality; (3) Ensure the pack size aligns with requirements; (4) Validate the worm gear mechanism’s suitability.


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: fringe season 1 dvd
Product: Fringe - Season 1 & 2 [Import anglais]

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 both Season 1 and 2, not just Season 1. (2) The product is an imported version, which may have region restrictions or language differences. (3) The query specifically requests Season 1, not multiple seasons. (4) Imported DVDs might require a region-free player or lack subtitles/dubbing in their preferred language.
Customer Desire: Customer desires: (1) **Order (Desire 8)** - To obtain a product that exactly matches the query specifications (Season 1 only). (2) **Saving (Desire 12)** - To avoid paying for unnecessary additional content (Season 2). (3) **Independence (Desire 7)** - To acquire a product that aligns with their specific needs without compromises. (4) **Social Status (Desire 14)** - To ensure the product meets quality/authenticity expectations (e.g., non-imported version).
Customer Intention: Customer intends: (1) Confirm whether Season 2 is optional or mandatory in the product. (2) Verify region compatibility and language options. (3) Compare prices between the imported bundle and a standalone Season 1 DVD. (4) Search for a product that exclusively offers Season 1.


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: huge full make up sets for women
Product: BR All In One Makeup Kit (Eyeshadow, Blushes, Powder, Lipstick & More) Holiday Gift Set (Pink)

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 'huge' makeup set. 2. Customer believes the product includes a 'full' range of makeup items. 3. Customer believes the product is explicitly designed for women. 4. Customer believes the product’s 'Holiday Gift Set' label implies completeness and suitability for gifting.
Customer Desire: 1. Customer desires **Social Status (14)** – to own a high-quality, comprehensive makeup set that enhances their appearance. 2. Customer desires **Saving (12)** – to acquire a complete set instead of purchasing individual items. 3. Customer desires **Order (8)** – to have all necessary makeup products in one organized kit. 4. Customer desires **Idealism (6)** – to gift a socially appealing and complete product.
Customer Intention: 1. Customer intends to verify if the product includes a wide variety of makeup items. 2. Customer intends to confirm the product’s size aligns with the term 'huge'. 3. Customer intends to ensure the product is explicitly marketed for women. 4. Customer intends to assess if the product’s 'Holiday Gift Set' label adds value.


assistant

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