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: 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: strapless bras for women push up
Product: DELIMIRA Women's Underwire Contour Multiway Full Coverage Strapless Bra Plus Size Black 42D

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 strapless as specified in the query; (2) the product is designed for women; (3) the product may lack explicit 'push-up' features despite being 'contour'; (4) the product is available in plus sizes (42D), which may or may not align with the customer’s size needs.
Customer Desire: Customer desires: (1) Social status (Desire 14) - to feel confident and attractive; (2) Romance (Desire 11) - to enhance physical appeal; (3) Order (Desire 8) - to find a product that strictly matches the query’s specifications; (4) Tranquility (Desire 15) - to feel secure in the product’s functionality.
Customer Intention: Customer intends: (1) Purchase the product if it fully meets the 'strapless' and 'push-up' criteria; (2) Seek alternatives if the push-up feature is absent; (3) Verify product details for clarity on push-up support; (4) Compromise on push-up if other features (e.g., multiway, full coverage) are valuable.


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: the interpretation of financial statements benjamin graham
Product: University of Berkshire Hathaway: 30 Years of Lessons Learned from Warren Buffett & Charlie Munger at the Annual Shareholders Meeting

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 Benjamin Graham's work is a foundational resource for interpreting financial statements. 2. Customer believes financial statement interpretation is critical for value investing. 3. Customer believes Warren Buffett and Charlie Munger are influential figures in value investing. 4. Customer believes Berkshire Hathaway's shareholder meetings may include discussions related to financial analysis.
Customer Desire: 1. Customer desires to gain knowledge about financial statement interpretation (Curiosity). 2. Customer desires to learn from authoritative figures in value investing (Honor). 3. Customer desires practical insights for investment decisions (Idealism). 4. Customer desires to enhance their financial expertise (Social status).
Customer Intention: 1. Customer intends to acquire a book directly explaining financial statement interpretation. 2. Customer intends to learn from Warren Buffett and Charlie Munger's teachings. 3. Customer intends to find complementary materials to Benjamin Graham's work. 4. Customer intends to avoid irrelevant or unrelated resources.


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: intex pool cover 32 x 16
Product: Intex Deluxe Wall Mount Surface Skimmer

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 pool cover for a 32x16 Intex pool. (2) The product title should explicitly mention 'pool cover'. (3) Dimensions (32x16) are critical for proper fit. (4) Intex-branded products are preferred for compatibility.
Customer Desire: Customer desires: (1) Order (need for a product that matches exact specifications). (2) Tranquility (need for a secure pool cover to protect the pool). (3) Curiosity (to confirm product suitability). (4) Saving (to avoid purchasing incorrect/incompatible items).
Customer Intention: Customer intends: (1) Purchase a pool cover matching 32x16 dimensions. (2) Ensure product safety/functionality. (3) Compare alternatives if exact match is unavailable. (4) Verify compatibility with their Intex pool.


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

Query: pearl silver earrings for women
Product: EVER FAITH Crystal Simulated Pearl Twist Chandelier Teardrop Dangle Earrings Clear Silver-Tone

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 includes simulated pearls rather than genuine pearls. (Belief) 2. Customer believes the silver-tone finish may resemble actual silver but is not explicitly stated as pure silver. (Belief) 3. Customer believes the product is intended for women based on the term 'earrings for women' in the query. (Belief) 4. Customer believes the chandelier/teardrop design may align with their stylistic preferences despite not being explicitly mentioned in the query. (Belief)
Customer Desire: 1. Customer desires authenticity in materials (e.g., real pearls, genuine silver) (Desire: Honor [5]). 2. Customer desires aesthetic appeal and social recognition through jewelry (Desire: Social Status [14]). 3. Customer desires clarity in product specifications to meet their expectations (Desire: Order [8]). 4. Customer desires value for money by ensuring the product matches their requirements (Desire: Saving [12]).
Customer Intention: 1. Customer intends to verify if the pearls are genuine or simulated. (Intention) 2. Customer intends to confirm whether the silver-tone material meets their quality standards. (Intention) 3. Customer intends to evaluate if the chandelier/teardrop design suits their style preferences. (Intention) 4. Customer intends to compare this product with others that explicitly mention 'pearl' and 'silver' materials. (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: 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: .40 cal suppressor oil filter not as it seems
Product: Purolator PBL12222 PurolatorBOSS Maximum Engine Protection Spin On Oil Filter

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 suppressor oil filter for a .40 caliber firearm. 2. Customer believes the product may not function as a suppressor. 3. Customer believes the product title does not explicitly mention suppressor compatibility. 4. Customer believes the product is a standard engine oil filter.
Customer Desire: 1. Customer desires clarity about the product's specifications (Curiosity). 2. Customer desires a product that matches their specific needs (Order). 3. Customer desires to avoid misleading claims (Honor). 4. Customer desires functional accuracy (Independence).
Customer Intention: 1. Customer intends to verify if the oil filter can function as a suppressor. 2. Customer intends to seek alternative products explicitly designed as suppressors. 3. Customer intends to warn others about potential mismatches. 4. Customer intends to return the product if it does not meet expectations.


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

Query: lightning to usb c
Product: USB-C Adapter - ARKTEK i OS Lighting Cable (Female) to USB Type C (Male) - Only Charging Adapter for Phone 13 Galaxy S20 Note 10 Pixel 4 and More ( 2 Pack, 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: 1. (Belief) Customer believes the product is a direct Lightning to USB-C adapter. 2. (Belief) Customer believes the product is compatible with their device (e.g., iPhone). 3. (Belief) Customer believes the product supports both charging and data transfer. 4. (Belief) Customer believes the product is a standalone cable, not just an adapter.
Customer Desire: 1. (Desire: Curiosity) Customer desires accurate technical specifications to confirm compatibility. 2. (Desire: Order) Customer desires a product that precisely matches the query’s functional requirements. 3. (Desire: Tranquility) Customer desires a reliable product that avoids compatibility risks. 4. (Desire: Saving) Customer desires cost-effectiveness (e.g., 2-pack offering).
Customer Intention: 1. (Intention) Customer intends to verify if the product is a direct Lightning-to-USB-C adapter. 2. (Intention) Customer intends to confirm whether the product supports data transfer (not just charging). 3. (Intention) Customer intends to check if the product is a standalone cable or requires additional components. 4. (Intention) Customer intends to compare the product with alternatives for exact query fulfillment.


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: boots for men
Product: XPETI Mens Thermator Mid-Rise Lightweight Hiking Insulated Non-Slip Outdoor Boots

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 boots designed for men, 2) the product is explicitly labeled 'Mens', 3) hiking/outdoor-specific features (e.g., insulation, non-slip) are optional extras, 4) lightweight mid-rise boots meet general boot expectations.
Customer Desire: Customer desires: 1) Physical activity (Desire #9 - functional footwear for movement), 2) Tranquility (Desire #15 - safety via non-slip design), 3) Independence (Desire #7 - self-reliant outdoor gear), 4) Order (Desire #8 - structured product specifications).
Customer Intention: Customer intends: 1) confirm gender-specific design alignment, 2) verify core boot functionality, 3) assess value of specialized features, 4) compare with broader market options.


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: chums original cotton standard end eyewear retainer
Product: Chums Original Cotton Retainer - Unisex Eyewear Keeper for Sunglasses & Glasses - Adjustable Fit, Washable & Made in USA (Standard-End, Sky Dye)

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 from the brand 'Chums'. (2) The product is made of cotton. (3) The product is a 'Standard-End' eyewear retainer. (4) The product is designed to securely hold eyewear like glasses or sunglasses. (5) The product is made in the USA and is washable.
Customer Desire: Customer desires: (1) **Order** (need for a product that matches exact specifications like 'Standard-End', 'Cotton', and 'Eyewear Retainer'). (2) **Saving** (need to invest in a durable, functional product). (3) **Social status** (preference for a trusted brand like 'Chums'). (4) **Curiosity** (need to confirm product details align with the query).
Customer Intention: Customer intends: (1) Verify if the product title includes all query terms: 'Chums', 'Original Cotton', 'Standard-End', and 'Eyewear Retainer'. (2) Check if the product fulfills functional requirements (e.g., adjustable fit, washability). (3) Confirm the brand authenticity and quality. (4) Ensure the product avoids mismatches (e.g., incorrect material or design).


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: castile soap without coconut oil
Product: Dr. Squatch Pine Tar Soap  Mens Soap with Natural Woodsy Scent and Skin Scrub Exfoliation  Black Soap Bar Handmade with Pine Tar, Olive, Coconut Organic Oils in USA

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 castile soap is traditionally made without animal fats and often uses vegetable oils. 2. Customer believes coconut oil is an ingredient they specifically want to avoid. 3. Customer believes the product contains coconut oil as listed in the ingredients. 4. Customer believes the presence of coconut oil disqualifies the product from being a true 'castile soap without coconut oil'.
Customer Desire: 1. Customer desires Independence (to avoid unwanted ingredients like coconut oil). 2. Customer desires Order (to adhere to strict product specifications). 3. Customer desires Tranquility (to ensure the product is safe for their skin). 4. Customer desires Curiosity (to confirm ingredient accuracy).
Customer Intention: 1. Customer intends to avoid products containing coconut oil. 2. Customer intends to verify ingredient lists thoroughly. 3. Customer intends to seek alternatives that strictly exclude coconut oil. 4. Customer intends to ensure the product aligns with their specific needs.


assistant

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