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: noodle and boo hair spray
Product: Noodle & Boo Essential Care Kit

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 'Noodle & Boo' brand. 2. Customer believes the Essential Care Kit may include hair spray. 3. Customer believes the product is intended for hair care. 4. Customer believes the brand specializes in baby or sensitive-skin products.
Customer Desire: 1. Customer desires efficiency (Order: need for prepared, established environments). 2. Customer desires a complete solution (Saving: need to accumulate something). 3. Customer desires high-quality, trusted products (Honor: need to adhere to customary values). 4. Customer desires convenience (Tranquility: need for security and protection).
Customer Intention: 1. Customer intends to purchase the kit if it includes hair spray. 2. Customer intends to use the kit as a substitute for standalone hair spray. 3. Customer intends to buy the kit alongside a separate hair spray. 4. Customer intends to seek alternative products if the kit lacks hair spray.


assistant

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


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


user
Instruction: Analyze the query and product title to determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: tan strappy heels for women
Product: DREAM PAIRS Women's Hi-Chunk Nude Nubuck High Heel Pump Sandals - 7 M US

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 type of high heel shoe for women; (2) the product is labeled as 'nude' in color, not explicitly 'tan'; (3) the product is described as 'pump sandals' with a 'hi-chunk' design, which may not align with the 'strappy' descriptor in the query; (4) the product is a size 7 M US, which matches the general sizing expectation for women's shoes.
Customer Desire: Customer desires: (1) Order (need for specifications to match the query's requirements, e.g., color, style); (2) Social status (need for fashionable footwear that enhances appearance); (3) Independence (need to select a product that aligns with personal preferences); (4) Saving (need to avoid purchasing mismatched products).
Customer Intention: Customer intends: (1) Verify if the product's color ('nude') matches the query's 'tan' requirement; (2) Confirm whether 'pump sandals' qualify as 'strappy heels'; (3) Assess if the product can substitute for strappy tan heels despite discrepancies; (4) Decide whether to purchase or seek alternatives.


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: white sound machine for sleep baby
Product: Dreamegg D1 Sound Machine - White Noise Machine with Baby Night Light for Sleeping, High Fidelity Sounds, Timer & Memory Feature, Sound Machine for Baby Adults, Home, Office, Travel (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: Customer believes: (1) the product is specifically designed for babies, (2) white noise is a critical feature for aiding sleep, (3) the product should include safety/comfort features for infants, (4) portability (e.g., for travel) is important.
Customer Desire: Customer desires: (1) Tranquility (need for security/protection for the baby’s sleep), (2) Family (need to care for offspring), (3) Order (need for a structured sleep environment), (4) Curiosity (need to verify product effectiveness).
Customer Intention: Customer intends: (1) Purchase a white noise machine tailored for babies, (2) Ensure the product includes sleep-specific features (e.g., timer, night light), (3) Verify portability for multi-location use, (4) Confirm safety and ease of use for infants.


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: 10x10 umbrella square without base
Product: Best Choice Products 4-Piece Cantilever Offset Patio Umbrella Circular Base Stand w/Carry Handles, Easy-Fill Spouts, Base Connector Hooks, UV Stability - 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 a 10x10 umbrella is square-shaped. 2. Customer believes the product is a circular base, not square. 3. Customer believes the query specifies 'without base,' implying they do not need a base. 4. Customer believes a square umbrella may require a compatible base design.
Customer Desire: 1. Customer desires Order (desire 8) to ensure the product matches their setup requirements. 2. Customer desires Independence (desire 7) to avoid purchasing unnecessary components. 3. Customer desires Saving (desire 12) by not acquiring redundant items. 4. Customer desires Power (desire 10) to control their purchasing decisions.
Customer Intention: 1. Customer intends to find a base compatible with a square umbrella. 2. Customer intends to avoid purchasing a circular base. 3. Customer intends to prioritize products explicitly labeled as 'square.' 4. Customer intends to verify compatibility before purchasing.


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: a terrible time
Product: The Mountains Sing

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 terrible time' refers to a personal or emotional struggle. 2. Customer believes 'The Mountains Sing' is a book (novel). 3. Customer believes the product title metaphorically relates to overcoming hardship. 4. Customer believes the product might offer emotional resonance or catharsis.
Customer Desire: 1. Customer desires Tranquility (15) - need for security and emotional relief. 2. Customer desires Curiosity (2) - need to gain knowledge about coping with adversity. 3. Customer desires Idealism (6) - need for hope or justice in difficult situations. 4. Customer desires Social Contact (13) - need to connect with others' experiences of hardship.
Customer Intention: 1. Customer intends to find a product that provides escapism or emotional comfort. 2. Customer intends to discover a narrative about overcoming adversity. 3. Customer intends to seek validation or understanding of their struggles. 4. Customer intends to explore themes of resilience and survival.


assistant

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


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


user
Instruction: Analyze the query and product title to determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: crepe paper sheets for flower making
Product: Star Packing Best Crepe Paper Roll | 42 Colors Available 12.3 Square Feet Pack Floral Artwork Paper (6 Rolls, Shades of Bright)

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 crepe paper sheets are required for flower making. 2. Customer believes rolls may not be as convenient as pre-cut sheets for crafting. 3. Customer believes the product's 'bright shades' and 'floral artwork' description align with flower-making needs. 4. Customer believes the product's quantity (6 rolls) may offer sufficient material.
Customer Desire: 1. Customer desires **Order** (need for prepared, established specifications) to ensure the product matches their requirements. 2. Customer desires **Saving** (need to accumulate materials) for sufficient supply. 3. Customer desires **Curiosity** (need to confirm product suitability). 4. Customer desires **Idealism** (need for quality alignment with floral art standards).
Customer Intention: 1. Customer intends to verify if rolls can substitute sheets. 2. Customer intends to assess color variety for creative flexibility. 3. Customer intends to evaluate quantity adequacy. 4. Customer intends to confirm suitability for flower-making techniques.


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: victoria secret bombshell paradise perfume
Product: Victorias Secret Bombshell Wild Flower Perfume 1.7 fl oz

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 Victoria's Secret. 2. Customer believes 'Bombshell' is part of the product name, matching the query. 3. Customer believes 'Wild Flower' differs from the requested 'Paradise' scent. 4. Customer believes the size (1.7 fl oz) matches typical perfume bottle sizes.
Customer Desire: 1. Customer desires acceptance (to select a product that aligns with their preferences). 2. Customer desires curiosity (to confirm if the product matches the query). 3. Customer desires order (to find an exact match for the specified scent). 4. Customer desires social status (to own a recognizable brand like Victoria's Secret).
Customer Intention: 1. Customer intends to verify if the brand and product line match the query. 2. Customer intends to check if the scent name ('Wild Flower') is an acceptable substitute for 'Paradise'. 3. Customer intends to confirm the product’s specifications (e.g., size). 4. Customer intends to evaluate if the product can fulfill their needs despite the scent name discrepancy.


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: jeans for women
Product: Levi's Women's Pull-On Jeans, rinsed indigo, 31 (US 12)

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 jeans designed for women. 2. Customer believes the product should match the specified size (US 12). 3. Customer believes Levi's is a reputable brand for jeans. 4. Customer believes pull-on jeans offer convenience compared to traditional zipper/button styles.
Customer Desire: 1. Customer desires social status (Desire 14: need for social significance via a trusted brand). 2. Customer desires order (Desire 8: need for a prepared, conventional product matching the query). 3. Customer desires independence (Desire 7: need to self-select a functional product). 4. Customer desires saving (Desire 12: need to invest in durable, long-lasting jeans).
Customer Intention: 1. Customer intends to find women's jeans matching their size. 2. Customer intends to verify the product's brand reputation. 3. Customer intends to confirm the pull-on feature aligns with convenience needs. 4. Customer intends to ensure the style (rinsed indigo) meets aesthetic preferences.


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: clock hands
Product: Clock Motor Movement Wall Clock Movement Mechanism DIY Repair Parts Replacement with 3 Different Pairs of Hands (0.9 Inch Shaft, Black Red)

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 clock hands for repair or replacement. (Belief) 2. Customer believes the product includes multiple pairs of hands (3 pairs) as specified. (Belief) 3. Customer believes the 0.9-inch shaft length may match their clock mechanism requirements. (Belief) 4. Customer believes the product is designed for DIY repairs, aligning with their project needs. (Belief)
Customer Desire: 1. Customer desires to fulfill their need for replacement parts (Saving - Desire 12). (Desire) 2. Customer desires clarity on whether the product specifications (e.g., shaft length, color) match their requirements (Curiosity - Desire 2). (Desire) 3. Customer desires a product that ensures their clock functions properly (Order - Desire 8). (Desire) 4. Customer desires a cost-effective solution to avoid purchasing a new clock (Saving - Desire 12). (Desire)
Customer Intention: 1. Customer intends to verify if the product includes clock hands matching their query. (Intention) 2. Customer intends to assess if the 3 pairs of hands meet their repair needs. (Intention) 3. Customer intends to confirm compatibility of the 0.9-inch shaft with their clock. (Intention) 4. Customer intends to determine if the product is a functional substitute for exact specifications. (Intention)


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.