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

Query: bishop custome
Product: Bishop Pope Mitre Clergy Costume Prop Red Hat

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 bishop-themed costume. 2. Customer believes 'custome' is a typo for 'costume'. 3. Customer believes the product might include elements like a mitre (bishop hat) and clergy attire. 4. Customer believes the product title includes terms like 'Bishop' and 'Clergy Costume' that align with their query.
Customer Desire: 1. Curiosity (Desire): The customer desires to confirm if the product matches their search intent. 2. Social Status (Desire): The customer desires to appear authentic in a bishop role. 3. Order (Desire): The customer desires a complete, pre-designed costume. 4. Honor (Desire): The customer desires adherence to traditional bishop imagery.
Customer Intention: 1. Customer intends to verify if the product includes a bishop’s mitre and red hat. 2. Customer intends to assess if the costume matches their event’s requirements (e.g., religious play, Halloween). 3. Customer intends to confirm the product’s accuracy despite the query’s typo. 4. Customer intends to compare this product with alternatives.


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 assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: sports water system
Product: LELEGO Universe Galaxy Solar System Water Bottle BPA Free Water Bottle Stainless Steel Sport Water Bottle with Straw 600ml for Fitness Outdoor Hiking Running

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 'sports water system' refers to a hydration product designed for sports or physical activities. (Belief)
2. Customer believes the product must be durable, portable, and suitable for active use. (Belief)
3. Customer believes the product's mention of 'stainless steel' and 'sport water bottle' aligns with their understanding of a sports water system. (Belief)
4. Customer may believe the term 'system' implies additional features (e.g., modular components, temperature control) that the product lacks. (Belief)
Customer Desire: 1. Customer desires a practical and functional hydration solution (Order). (Desire)
2. Customer desires durability and safety in materials (Tranquility). (Desire)
3. Customer desires a product that enhances their social status as an active individual (Social status). (Desire)
4. Customer desires independence through reliable gear for self-reliant outdoor activities (Independence). (Desire)
Customer Intention: 1. Customer intends to prioritize core functionality (sturdy, portable, sport-compatible bottle) over ambiguous 'system' features. (Intention)
2. Customer intends to accept the product as a functional substitute despite potential missing 'system' components. (Intention)
3. Customer intends to associate the product with their active lifestyle and fitness goals. (Intention)
4. Customer intends to value material safety (BPA-free) and durability (stainless steel) as critical factors. (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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: 17x17 quick cool ducted return air package
Product: 24"w X 24"h Steel Return Air Grilles - Sidewall and Ceiling - HVAC Duct Cover - White [Outer Dimensions: 25.75"w X 25.75"h]

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 dimensions (24"x24") do not match the query's specified 17x17 size. (2) The product is a return air grille, not a complete 'ducted return air package'. (3) The product is made of steel, which may align with durability expectations. (4) The product supports sidewall/ceiling installation, which might be compatible with the query’s 'ducted' system.
Customer Desire: Customer desires: (1) Order (need for precise specifications to ensure compatibility). (2) Curiosity (need to confirm if the product meets functional requirements). (3) Tranquility (need for a secure, reliable HVAC component). (4) Independence (need to avoid compromises on exact requirements).
Customer Intention: Customer intends: (1) Verify dimensional compatibility. (2) Confirm if the product fulfills the 'package' scope. (3) Assess if the grille can substitute the full package. (4) Determine irrelevance due to mismatched specifications.


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: 5x7 white frame
Product: Icona Bay 5x7 White Picture Frame, Sturdy Wood Composite Photo Frame 5 x 7, Sleek Design, Table Top or Wall Mount, Exclusives Collection

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 5x7 white frame as specified in the query. (2) The product's 'sturdy wood composite' material ensures durability. (3) The 'sleek design' aligns with aesthetic preferences. (4) The 'table top or wall mount' options provide flexibility.
Customer Desire: Customer desires: (1) Order (need for a prepared, specific product matching exact specifications). (2) Saving (need to accumulate a functional item to preserve photos). (3) Social status (need for a product that enhances home aesthetics). (4) Tranquility (need for a secure frame to protect memories).
Customer Intention: Customer intends: (1) Purchase the product if it fully matches the query. (2) Compare with other products if uncertain. (3) Verify product details (e.g., exact dimensions, color). (4) Prioritize functionality and aesthetics.


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: race car track hot wheels
Product: Hot Wheels Track Builder Total Turbo Takeover Track Set [Amazon Exclusive]

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 Hot Wheels-branded race car track set; (2) the product includes components for building a customizable track; (3) the term 'Total Turbo Takeover' implies high-speed racing features; (4) the Amazon Exclusive label suggests unique or specialized features.
Customer Desire: Customer desires: (1) Curiosity (to explore and build a dynamic track); (2) Power (to control and design their own racing experience); (3) Social contact (to engage in collaborative play with others); (4) Order (to assemble a structured, functional track).
Customer Intention: Customer intends: (1) Purchase a race car track set matching the Hot Wheels brand; (2) Build a customizable track with racing features; (3) Acquire a product that enables creative and competitive play; (4) Obtain an exclusive product with enhanced capabilities.


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 assess the level of relevance between them, and then output the corresponding option that best describes this relevance.

Query: waste not how to get the most from your food
Product: Airtight Food Storage Container Set - 24 Piece, Kitchen & Pantry Organization, BPA-Free, Plastic Canisters with Durable Lids Ideal for Cereal, Flour & Sugar - Labels, Marker & Spoon Set

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. (Belief) Customer believes that proper food storage can reduce waste by preserving food longer. 2. (Belief) Customer believes airtight containers help maintain food freshness. 3. (Belief) Customer believes organizing food storage makes it easier to track and use food before spoilage. 4. (Belief) Customer believes BPA-free materials are safer for food storage.
Customer Desire: 1. (Desire) Customer desires Order (Reiss's #8) to create an organized kitchen/pantry. 2. (Desire) Customer desires Saving (Reiss's #12) to maximize food utility and minimize waste. 3. (Desire) Customer desires Idealism (Reiss's #6) to contribute to reducing global food waste. 4. (Desire) Customer desires Tranquility (Reiss's #15) through secure food preservation.
Customer Intention: 1. (Intention) Customer intends to purchase containers that extend food shelf life. 2. (Intention) Customer intends to implement systematic food organization. 3. (Intention) Customer intends to ensure food safety with non-toxic materials. 4. (Intention) Customer intends to track food inventory effectively.


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: the guardian
Product: The Guardians

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 guardian' refers to a specific singular entity (e.g., a book, movie, or organization). (2) The product title 'The Guardians' might refer to a plural or group version of the same concept. (3) The pluralization in the product title could indicate a different scope or narrative focus. (4) The customer may be uncertain whether the product is a direct match or a related but distinct item.
Customer Desire: Customer desires: (1) **Curiosity** (to confirm if the product aligns with their intended search). (2) **Order** (to ensure the product matches the query’s specificity). (3) **Social status** (if the product is a well-known or prestigious item). (4) **Tranquility** (to avoid confusion or errors in purchasing).
Customer Intention: Customer intends: (1) To verify if 'The Guardians' is the exact product matching 'the guardian'. (2) To assess whether the plural form implies a functional substitute. (3) To determine if the product is a sequel, adaptation, or unrelated item. (4) To resolve ambiguity about the product’s 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: 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: galaxy s8 plus battery case with screen cover
Product: Battery Case for Galaxy S8 Plus, Feob Upgraded 6500mAh Portable Rechargeable Charger Case Extended Battery Pack for Samsung Galaxy S8 Plus Protective Charging Case for Galaxy S8+(6.2 inch) -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) the product includes a screen cover; (2) the product is compatible with their Galaxy S8 Plus; (3) the battery capacity (6500mAh) meets their needs; (4) the product offers protective features beyond basic charging.
Customer Desire: Customer desires: (1) practicality (Order - need for a prepared, all-in-one solution); (2) product reliability (Tranquility - need for device security); (3) device protection (Tranquility - need to safeguard the phone); (4) efficient charging (Power - need to control device usability).
Customer Intention: Customer intends: (1) purchase a case that combines battery and screen protection; (2) prioritize compatibility with Galaxy S8 Plus; (3) ensure the product meets advertised specifications; (4) avoid purchasing additional accessories like separate screen protectors.


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: 110cfm bathroom exhaust fan without light
Product: VIVOSUN 6 Inch 440 CFM Inline Duct Fan Vent Blower Ventilation Fan for Grow Tent ETL Certified

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's CFM (440 CFM) is significantly higher than the query's requirement (110 CFM). 2. Customer believes the product is labeled as an 'Inline Duct Fan' for 'Grow Tent,' not explicitly for bathrooms. 3. Customer believes the product lacks a light, aligning with the query's 'without light' specification. 4. Customer believes the product’s design (inline duct fan) may not match the typical installation requirements of a bathroom exhaust fan.
Customer Desire: 1. Customer desires **Order** (need for a product that strictly meets specifications). 2. Customer desires **Independence** (need to avoid relying on additional components like lights). 3. Customer desires **Tranquility** (need for a secure, functional solution). 4. Customer desires **Power** (need for effective ventilation control).
Customer Intention: 1. Customer intends to verify if the product’s CFM is acceptable despite the mismatch. 2. Customer intends to confirm the product’s suitability for bathroom use. 3. Customer intends to ensure the absence of a light. 4. Customer intends to assess if the product can substitute a dedicated bathroom exhaust fan.


assistant

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