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: northface
Product: The North Face Jester Backpack - Women's TNF 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 'northface' refers to the brand 'The North Face'. 2. Customer believes the product is a backpack, not a jacket or other apparel. 3. Customer believes 'TNF Black' in the product title abbreviates 'The North Face Black'. 4. Customer believes the product is designed for women.
Customer Desire: 1. Customer desires social status (Desire 14: need for social significance via a recognized brand). 2. Customer desires curiosity (Desire 2: need to confirm product authenticity). 3. Customer desires order (Desire 8: need for a product matching the expected brand). 4. Customer desires independence (Desire 7: need for a reliable product for self-reliance).
Customer Intention: 1. Customer intends to verify if the product belongs to The North Face brand. 2. Customer intends to check if the product specifications align with their expectations. 3. Customer intends to confirm the product type (backpack) meets their needs. 4. Customer intends to assess gender-specific design 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: shaw's cleaner
Product: Shaw R2Xtra Hard Surfaces 32 fl oz Flooring Cleaner Concentrate 950 ml

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 'shaw's cleaner' refers to a cleaning product from the Shaw brand. 2. Customer believes the product should be suitable for cleaning floors. 3. Customer believes the product should be a concentrated formula. 4. Customer believes the product is designed for hard surfaces.
Customer Desire: 1. Customer desires a product that maintains cleanliness and order (Order). 2. Customer desires an effective solution to ensure their flooring remains hygienic (Tranquility). 3. Customer desires a product compatible with their specific flooring type (Curiosity). 4. Customer desires a cost-efficient option (Saving).
Customer Intention: 1. Customer intends to purchase a Shaw-branded cleaner. 2. Customer intends to use the product for hard surface flooring. 3. Customer intends to apply a concentrated formula for efficient cleaning. 4. Customer intends to ensure the product meets safety and compatibility standards.


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: candle warmer
Product: Darice 1199-15, Large Jar Warmer, 1 Pack, 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 a 'candle warmer' is a device to warm candles safely. 2. Customer believes the product 'jar warmer' may function similarly to a candle warmer. 3. Customer believes the product’s specifications (e.g., size, color) might align with their needs. 4. Customer believes the product could be repurposed for warming candles despite its primary design for jars.
Customer Desire: 1. Customer desires a functional substitute for a candle warmer (Independence, Power). 2. Customer desires safety and reliability (Tranquility). 3. Customer desires a product that aligns with their understanding of a 'warmer' (Order). 4. Customer desires cost-effective solutions (Saving).
Customer Intention: 1. Customer intends to evaluate if the jar warmer can safely melt candles. 2. Customer intends to compare the product’s features with candle warmer specifications. 3. Customer intends to use the jar warmer as a substitute despite its primary purpose. 4. Customer intends to verify compatibility with candle jars.


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: 5 inch duct
Product: HG POWER 5 Inch Round Air Vent ABS Louver Grille Cover White Soffit Vent with Built-in Fly Screen Mesh for Bathroom Office Kitchen Ventilation

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 5-inch duct component; (2) the product's 5-inch size matches their requirement; (3) the product is designed for ventilation systems; (4) the product's material (ABS) is suitable for duct applications.
Customer Desire: Customer desires: (1) Order (need for a product that meets precise specifications like size and function); (2) Power (need to control airflow/ventilation in their space); (3) Curiosity (need to confirm the product’s compatibility with ducts); (4) Tranquility (need for a secure, functional solution).
Customer Intention: Customer intends: (1) verify if the product is a duct or a vent grille; (2) confirm the 5-inch diameter matches duct standards; (3) check if the product integrates with existing duct systems; (4) assess if the fly screen affects airflow in duct applications.


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: jumbo rocking chair cushions
Product: DIVECODE Cushion Set for Rocking Chair Cushions Non-Slip Chair Pad Large (Beige)

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 'jumbo' refers to a specific size larger than standard. 2. Customer believes the product's 'Large' size may not meet their 'jumbo' requirement. 3. Customer believes the product being a 'set' might include unnecessary components. 4. Customer believes the non-slip feature is beneficial but secondary to size.
Customer Desire: 1. Customer desires Order (need for a prepared, specific size). 2. Customer desires Saving (need to avoid purchasing mismatched products). 3. Customer desires Tranquility (need for secure fit via non-slip feature). 4. Customer desires Social Status (need for aesthetically appropriate cushions).
Customer Intention: 1. Customer intends to confirm if 'Large' equals 'jumbo'. 2. Customer intends to verify if the product is a single cushion or a set. 3. Customer intends to prioritize non-slip functionality. 4. Customer intends to assess color compatibility.


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: earl emerson
Product: The Portland Laugher (The Thomas Black mysteries Book 7)

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. Earl Emerson is an author they are searching for. 2. The product title does not explicitly mention Earl Emerson. 3. The product is part of a mystery series (Thomas Black mysteries). 4. Earl Emerson may have authored other mystery novels.
Customer Desire: Customer desires: 1. Curiosity (to find a book authored by Earl Emerson). 2. Order (to locate a specific book matching their search criteria). 3. Social status (to read works by a recognized author). 4. Independence (to make an informed decision based on accurate information).
Customer Intention: Customer intends: 1. Verify if Earl Emerson authored 'The Portland Laugher'. 2. Search for other books explicitly linked to Earl Emerson. 3. Confirm the author’s name in the product details. 4. Compare the product’s metadata with their 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: 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: slide for bed without bed
Product: Dorel Living Milton Junior Twin Loft Bed, Espresso

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 slide accessory that does not require a bed. (B1) | 2. Customer believes the product is a standalone bed (loft bed) without a slide. (B2) | 3. Customer believes the query specifies exclusion of a bed. (B3) | 4. Customer believes the product may have structural features (e.g., elevated design) that could accommodate a slide. (B4)
Customer Desire: 1. Customer desires independence (Desire 7) to customize their setup without purchasing a new bed. | 2. Customer desires order (Desire 8) to ensure the product aligns with their existing furniture. | 3. Customer desires saving (Desire 12) by avoiding redundant purchases (e.g., a bed). | 4. Customer desires family (Desire 4) to create a playful environment for children.
Customer Intention: 1. Customer intends to find a slide compatible with their existing bed. (I1) | 2. Customer intends to prioritize products explicitly labeled as standalone slides. (I2) | 3. Customer intends to verify if the loft bed’s design allows slide attachment. (I3) | 4. Customer intends to avoid products that include a bed. (I4)


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

Query: women race and class by angela davis
Product: Women, Race & Class

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 'Women, Race & Class' is the exact title of Angela Davis's book. 2. Customer believes the product may lack explicit mention of the author's name (Angela Davis). 3. Customer believes the product title matches the query's keywords (women, race, class). 4. Customer believes the product is a primary source addressing intersectional feminist theory.
Customer Desire: 1. Curiosity (Desire 2): Customer desires to gain knowledge about intersectionality, feminism, and social justice. 2. Idealism (Desire 6): Customer desires to engage with literature promoting social justice and equity. 3. Acceptance (Desire 1): Customer desires to access a respected academic work. 4. Social status (Desire 14): Customer desires to engage with a culturally significant text.
Customer Intention: 1. Customer intends to purchase the exact book specified in the query. 2. Customer intends to verify the author’s name matches Angela Davis. 3. Customer intends to confirm the product’s content aligns with the query’s subject. 4. Customer intends to use the product for academic or intellectual purposes.


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: wind chimes outdoor
Product: ZOUTOG Wind Chimes Outdoor, 29'' Handmade Wooden Chimes with 6 Metal Hollow Tubes & Hanging Hook, Outdoor Decor for Home/Yard/Patio/Garden

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 the product is specifically designed for outdoor use. 2. (Belief) Customer believes the product includes wind chimes as a primary feature. 3. (Belief) Customer believes the product’s materials (wooden chimes, metal tubes) ensure durability in outdoor conditions. 4. (Belief) Customer believes the product serves decorative purposes for spaces like gardens or patios.
Customer Desire: 1. (Desire) Customer desires Order (need for a prepared, conventional outdoor environment). 2. (Desire) Customer desires Curiosity (need to confirm product specifications match the query). 3. (Desire) Customer desires Social Status (need for aesthetically pleasing decor to enhance social standing). 4. (Desire) Customer desires Tranquility (need for a secure, harmonious outdoor space).
Customer Intention: 1. (Intention) Customer intends to purchase a product that explicitly matches the query 'wind chimes outdoor'. 2. (Intention) Customer intends to verify the product’s outdoor suitability and durability. 3. (Intention) Customer intends to compare the product’s features (e.g., materials, size) with their expectations. 4. (Intention) Customer intends to ensure the product enhances their outdoor decor.


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: back corrector
Product: Posture Corrector for Men and Women, Upper Back Brace for Clavicle Support, Adjustable Back Straightener and Providing Pain Relief from Neck, Back & Shoulder, (Universal) (Regular)

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 device to correct back posture, (2) the product is designed for posture correction and upper back support, (3) adjustability is important for comfort, (4) pain relief from neck, back, and shoulder issues is a priority.
Customer Desire: Customer desires (1) Tranquility (need for safety/health via posture correction) (Reiss #15), (2) Physical Activity (need to maintain body functionality) (Reiss #9), (3) Order (need for a structured solution to posture issues) (Reiss #8), (4) Independence (need to self-manage posture without external help) (Reiss #7).
Customer Intention: Customer intends (1) to find a product that directly corrects back posture, (2) to alleviate pain in the upper back and neck, (3) to ensure the product is adjustable for personalized use, (4) to confirm the product suits all users (men/women).


assistant

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