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: xr cases for women
Product: CROSYMX iPhone XR Case, 3 in 1 Ultra Thin and Slim Hard Case Coated Non Slip Matte Surface with Electroplate Frame for Apple iPhone XR (6.1'')(2018) - Dark Green

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 compatible with iPhone XR. 2. (Belief) Customer believes the product lacks explicit design features targeting women (e.g., feminine colors, patterns). 3. (Belief) Customer believes the product emphasizes functional features (e.g., slim, non-slip, electroplate frame). 4. (Belief) Customer believes the color 'Dark Green' is gender-neutral.
Customer Desire: 1. (Desire) Customer desires a case that fits their iPhone XR (Curiosity: need for accurate product compatibility). 2. (Desire) Customer desires a case that aligns with feminine aesthetics (Social Status: need for social significance through style). 3. (Desire) Customer desires a product that reflects personal identity (Independence: need to express individuality). 4. (Desire) Customer desires reliable protection for their phone (Tranquility: need for security).
Customer Intention: 1. (Intention) Customer intends to prioritize compatibility with iPhone XR. 2. (Intention) Customer intends to seek a case with feminine design elements. 3. (Intention) Customer intends to balance functionality and style. 4. (Intention) Customer intends to consider alternatives if gender-specific features are absent.


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: yonex mavis 500
Product: YONEX Mavis 2000 Nylon Yellow Badminton Shuttlecock (4 Tubes pkg)

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) Yonex Mavis 500 is a specific model of badminton shuttlecock. (2) The product title mentions Yonex Mavis 2000, which is a different model. (3) The numeric value (500 vs. 2000) may indicate differences in quality, speed, or durability. (4) Both products belong to the same brand (Yonex) and category (nylon shuttlecocks).
Customer Desire: Customer desires: (1) Acceptance (to acquire the exact product they searched for). (2) Curiosity (to confirm if the product matches their query specifications). (3) Saving (to avoid purchasing an incorrect product). (4) Order (to ensure the product aligns with their expectations).
Customer Intention: Customer intends: (1) To verify if the Mavis 2000 is a valid substitute for the Mavis 500. (2) To compare specifications (e.g., speed, material) between the two models. (3) To confirm whether the numeric difference (500 vs. 2000) impacts performance. (4) To evaluate if the product can functionally replace the queried model.


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: burgundy dress for women
Product: Pinup Fashion Plus Size Cocktail Dresses Women Burgundy Red Lace Top Chiffon Wedding Guest Semi-Formal Maroon Evening Party Wrap Dress

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 dress. 2. Customer believes the product is burgundy-colored. 3. Customer believes the product is designed for women. 4. Customer believes the product is suitable for semi-formal events like weddings or parties.
Customer Desire: 1. Customer desires a dress that matches the color 'burgundy' (Order - need for precise specifications). 2. Customer desires a product that fulfills the functional purpose of a women’s dress (Social status - need to appear appropriate for events). 3. Customer desires clarity on whether the product aligns with their occasion-specific needs (Curiosity - need to confirm suitability). 4. Customer desires assurance that the product meets their aesthetic preferences (Acceptance - need to feel confident in their choice).
Customer Intention: 1. Customer intends to verify if the product is a burgundy dress. 2. Customer intends to confirm the product is explicitly for women. 3. Customer intends to assess if the dress fits semi-formal/event criteria. 4. Customer intends to ensure the product does not deviate from their core requirements (e.g., color, type).


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: shampoo for coarse hair
Product: Redken All Soft Shampoo | For Dry/Brittle Hair | Provides Intense Softness and Shine | With Argan Oil | 33.8 Fl Oz | Packaging May Vary

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) Coarse hair requires specific shampoo formulations. 2) Dry/brittle hair is related to coarse hair characteristics. 3) Argan oil is beneficial for hair softness. 4) Product size (33.8 Fl Oz) indicates long-term use preference.
Customer Desire: Customer desires: 1) Effective hair care (Idealism: need for functional solutions). 2) Assurance of product efficacy (Power: control over hair quality). 3) Social validation through hair appearance (Social status). 4) Reliability in results (Tranquility).
Customer Intention: Customer intends: 1) Find shampoos explicitly targeting coarse hair. 2) Prioritize ingredients like argan oil for softness. 3) Compare 'dry/brittle' claims with coarse hair needs. 4) Consider the product as a potential substitute despite wording mismatch.


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: single photo album
Product: Ultra pro - (2 Pack) Life Theme Mini Photo Album for 4" x 6" Prints, Great Gift for Friends and Family to Safely Store Memories Through Pictures , Postcards, or Artwork

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 single photo album. 2. Customer believes a 'single photo album' refers to a standard-sized album. 3. Customer believes a 'single' album implies a standalone product, not part of a multi-pack. 4. Customer believes the product should prioritize personal storage over gifting purposes.
Customer Desire: 1. Customer desires independence (Desire 7: need to be distinct and self-reliant) to own a single album for personal use. 2. Customer desires order (Desire 8: need for prepared environments) to organize photos systematically. 3. Customer desires saving (Desire 12: need to accumulate memories) to store photos securely. 4. Customer desires social contact (Desire 13: need for relationships) if gifting is secondary.
Customer Intention: 1. Customer intends to purchase a single photo album. 2. Customer intends to avoid multi-packs. 3. Customer intends to prioritize standard sizing over 'mini' albums. 4. Customer intends to use the album for personal storage rather than gifting.


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: bugs life tshirt
Product: Bugs and Insect Shirt for Anyone who Loves Bugs and Beetles

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 related to the movie 'A Bug's Life'. 2. Customer believes the product may feature characters or themes from the movie. 3. Customer believes the product title emphasizes generic bugs/insects rather than the movie. 4. Customer believes the product lacks explicit references to 'A Bug's Life'.
Customer Desire: 1. Customer desires a shirt tied to the 'A Bug's Life' movie (Curiosity, Idealism). 2. Customer desires a design reflecting their fandom (Social Status). 3. Customer desires a product that sparks social interactions (Social Contact). 4. Customer desires comfort and quality (Tranquility).
Customer Intention: 1. Customer intends to verify if the product aligns with the movie. 2. Customer intends to check for specific movie-related designs. 3. Customer intends to confirm official branding/licensing. 4. Customer intends to compare alternatives if unsatisfied.


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: leather conditioner
Product: Lexol Leather Care Kit Conditioner and Cleaner, Use on Car Leather, Furniture, Shoes, Bags and Accessories, Trusted Leather Care Since 1933, Quick & Easy 2-Step Regimen, 16.9 oz Bottles Plus 2 Sponges

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 product specifically designed to condition leather. (2) The product should be trustworthy and established. (3) The product must work on various leather items (e.g., car seats, furniture). (4) A complete kit with accessories (e.g., sponges) would simplify the conditioning process.
Customer Desire: Customer desires: (1) Saving (to accumulate a reliable product for long-term leather care). (2) Order (to use a prepared, easy-to-follow regimen). (3) Social status (to use a trusted brand associated with quality). (4) Tranquility (to protect leather investments securely).
Customer Intention: Customer intends: (1) Purchase a leather conditioner that matches their exact needs. (2) Prioritize a reputable brand with proven results. (3) Ensure versatility for multiple leather items. (4) Opt for a comprehensive kit to avoid purchasing separate accessories.


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: sexy gifts for him
Product: Scratch Birthday Card, Funny Naughty Birthday Card for Boyfriend Husband Fiance Wife Girlfriend

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 'sexy gifts' imply items with romantic or provocative connotations. 2. Customer believes the product's 'naughty' description might align with a playful or mildly suggestive tone. 3. Customer believes the product is primarily a birthday card, not a traditional 'gift' like lingerie or accessories. 4. Customer believes the product is gender-neutral but targets male recipients (e.g., 'for him').
Customer Desire: 1. Customer desires Romance (Desire 11) - to express intimacy or attraction through a gift. 2. Customer desires Social Contact (Desire 13) - to strengthen a romantic relationship. 3. Customer desires Idealism (Desire 6) - to balance humor and appropriateness. 4. Customer desires Honor (Desire 5) - to adhere to cultural norms for gift-giving.
Customer Intention: 1. Customer intends to find a gift that combines humor and subtle sensuality. 2. Customer intends to select a playful yet non-explicit item. 3. Customer intends to prioritize novelty (scratch card) over traditional 'sexy' gifts. 4. Customer intends to choose a birthday-specific product.


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: wine accessories
Product: Wine Chiller, 3-in-1 Stainless Steel Wine Bottle Cooler Stick - Rapid Iceless Wine Chilling Rod with Aerator and Pourer - Perfect Wine Accessories Gift

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 'wine accessories' include tools for enhancing wine consumption (e.g., chilling, aerating, pouring). 2. Customer believes a 3-in-1 product (chiller, aerator, pourer) addresses multiple wine-related needs. 3. Customer believes stainless steel and iceless chilling are practical features for wine accessories. 4. Customer believes the product is marketed as a 'gift,' implying aesthetic or social appeal.
Customer Desire: 1. Customer desires **Order** (Reiss #8): A prepared, efficient tool to streamline wine-serving processes. 2. Customer desires **Social Status** (Reiss #14): A product that signifies sophistication (e.g., a gift-worthy accessory). 3. Customer desires **Curiosity** (Reiss #2): To explore innovative tools that improve wine enjoyment. 4. Customer desires **Saving** (Reiss #12): A multi-functional product that reduces the need for separate accessories.
Customer Intention: 1. Customer intends to purchase a multi-functional wine accessory. 2. Customer intends to find a gift that aligns with wine enthusiasts’ needs. 3. Customer intends to prioritize convenience and efficiency in wine-serving tools. 4. Customer intends to select a durable, aesthetically pleasing product.


assistant

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