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: red green yellow party decorations
Product: 5 Pcs Yellow Royal Blue Red Tissue Paper Fan Set Hanging Tissue Paper Flower for Birthday Baby Shower Wedding Festival Decorations Party Photo Backdrop Decorations (10inch)

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 red and yellow colors, which are part of their query. (2) The product does not include green, which is part of their query. (3) The product is a party decoration item. (4) The product’s title mentions multiple colors but omits green explicitly.
Customer Desire: Customer desires: (1) Order (Desire 8) - to have decorations that strictly match the specified colors (red, green, yellow). (2) Social status (Desire 14) - to create a visually cohesive party theme. (3) Idealism (Desire 6) - to ensure decorations align with their planned color scheme. (4) Saving (Desire 12) - to acquire all required decorations efficiently.
Customer Intention: Customer intends: (1) To verify if the product includes all three colors (red, green, yellow). (2) To consider purchasing the product as a partial substitute if green is not critical. (3) To search for alternative products that include green. (4) To use the product alongside green decorations to fulfill the 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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: 42 glass top table
Product: Linon Brown 3-Piece Table Faux Marble Tavern Set, 42" w x 22.25" d x 36" 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: 1. Customer believes the product has a 42-inch width, matching the query. 2. Customer believes the product's 'faux marble' material may not align with the 'glass top' specification. 3. Customer believes the product is a 3-piece set, which may include additional items beyond a table. 4. Customer believes the product dimensions (e.g., depth, height) may differ from their expectations.
Customer Desire: 1. Customer desires a table that meets the exact specifications (Order). 2. Customer desires a functional and durable product (Physical activity). 3. Customer desires reliability in the product’s quality (Tranquility). 4. Customer desires aesthetic appeal (Curiosity/Social status).
Customer Intention: 1. Customer intends to verify if the product’s dimensions match their requirements. 2. Customer intends to assess whether the faux marble material is an acceptable substitute for glass. 3. Customer intends to determine if the 3-piece set includes unnecessary items. 4. Customer intends to compare this product with others to ensure alignment with their needs.


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: people not puzzles shirt
Product: I Got Your Back Graphic Novelty Sarcastic Funny T Shirt S Charcoal1

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 query 'people not puzzles shirt' refers to a shirt with a message prioritizing human connections over abstract challenges. (Belief)
2. Customer believes the product title 'I Got Your Back' emphasizes loyalty/support, not directly addressing 'people vs. puzzles.' (Belief)
3. Customer believes the product's 'sarcastic funny' style aligns with the humorous tone implied by 'people not puzzles.' (Belief)
4. Customer believes the mismatch in explicit messaging reduces direct relevance. (Belief)
Customer Desire: 1. Customer desires a shirt reflecting their values (e.g., social connection over trivial pursuits) (Desire: Idealism).
2. Customer desires a product that signals humor/sarcasm to gain social approval (Desire: Social Status).
3. Customer desires clarity in how the product aligns with their intended message (Desire: Curiosity).
4. Customer desires functional equivalence if exact specifications are unmet (Desire: Order).
Customer Intention: 1. Customer intends to verify if the product’s theme matches 'people not puzzles' (Intention).
2. Customer intends to assess if the sarcastic tone compensates for the messaging gap (Intention).
3. Customer intends to consider the product as a substitute if thematic overlap exists (Intention).
4. Customer intends to seek additional products if this one is insufficient (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.
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: mail organizer wall mount
Product: Fasclot Wooden Door Hanger Wall Mount Hooks Key Holder Rack Organizer Letter Box Mail Home & Garden Housekeeping & Organizers for Fourth of July

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 wall-mounted organizer. 2. Customer believes the product includes a mail-specific compartment (e.g., letter box). 3. Customer believes the product is made of durable materials like wood. 4. Customer believes the product serves multiple purposes (keys, mail, hooks).
Customer Desire: 1. Customer desires **Order** (need for an organized environment). 2. Customer desires **Saving** (need to accumulate and manage mail efficiently). 3. Customer desires **Social Status** (need for a visually appealing home organization tool). 4. Customer desires **Family** (need to maintain household functionality).
Customer Intention: 1. Customer intends to organize mail in a dedicated wall-mounted space. 2. Customer intends to save time by consolidating mail and keys in one place. 3. Customer intends to enhance home aesthetics with a wooden organizer. 4. Customer intends to use the product for multiple organizational tasks beyond mail.


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: white maternity dress xxl
Product: LALAGEN Women's Floral Lace Long Sleeve Off Shoulder Wedding Mermaid Dress White XXL

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 white and in size XXL. 2. Customer believes the product is a dress. 3. Customer believes the product lacks explicit mention of 'maternity' features. 4. Customer believes the product's design (wedding, mermaid, off-shoulder) may not align with typical maternity wear requirements.
Customer Desire: 1. Customer desires acceptance (to feel appreciated in a maternity context). 2. Customer desires independence (to find a dress that fits their specific needs). 3. Customer desires order (to fulfill the query's exact specifications). 4. Customer desires tranquility (to ensure comfort and safety during pregnancy).
Customer Intention: 1. Customer intends to verify if the product accommodates maternity needs (e.g., stretchy fabric, room for a baby bump). 2. Customer intends to assess if the style (wedding/mermaid) is suitable for maternity use. 3. Customer intends to confirm the size (XXL) matches maternity sizing standards. 4. Customer intends to explore alternatives if the product fails maternity criteria.


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

Query: adullt movies for women
Product: Cookies & Cream

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) 'Cookies & Cream' might refer to adult content due to possible euphemisms or slang. 2) The product title could be a typo or mislabeling. 3) The product might cater to women’s preferences. 4) The product could be unrelated to adult movies but marketed ambiguously.
Customer Desire: Customer desires: 1) Romance (need for mating/sex, Reiss’s desire #11). 2) Curiosity (need to explore adult-themed content, Reiss’s desire #2). 3) Social contact (need for shared experiences, Reiss’s desire #13). 4) Tranquility (need for secure/private consumption, Reiss’s desire #15).
Customer Intention: Customer intends: 1) To purchase adult movies tailored for women. 2) To find a product matching the query’s explicit adult theme. 3) To avoid irrelevant or misleading products. 4) To confirm the product’s alignment with their expectations.


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: sony youtube camera
Product: Sony ZV-1 Camera for Content Creators and Vloggers, White, Compact (DCZV1/W) (Renewed)

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 Sony produces cameras suitable for YouTube content creation. 2. Customer believes the product 'Sony ZV-1 Camera for Content Creators and Vloggers' is designed for video recording and vlogging. 3. Customer believes a 'renewed' product is refurbished but functional. 4. Customer believes a compact camera is portable and ideal for vlogging.
Customer Desire: 1. Customer desires a camera that fulfills YouTube content creation needs (Curiosity, Social Status). 2. Customer desires a reliable and high-quality product (Tranquility). 3. Customer desires a product aligned with their identity as a content creator (Social Status). 4. Customer desires value for money (Saving).
Customer Intention: 1. Customer intends to find a Sony camera explicitly tailored for YouTube. 2. Customer intends to verify if the product’s features (e.g., vlogging capabilities) match their needs. 3. Customer intends to assess the reliability of a 'renewed' product. 4. Customer intends to confirm the product’s portability and ease of use.


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: toddler glenda the good witch costume
Product: Glinda Deluxe Costume Kit With Safety Light - 2T-4T

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 intended for toddlers (2T-4T size). 2. Customer believes 'Glinda' refers to the same character as 'Glenda the Good Witch' (phonetic similarity). 3. Customer believes the inclusion of a 'safety light' addresses safety concerns for toddlers. 4. Customer believes the spelling discrepancy ('Glinda' vs. 'Glenda') might indicate a mismatch.
Customer Desire: 1. Customer desires accuracy in character representation (Honor). 2. Customer desires safety for their toddler (Tranquility). 3. Customer desires a costume that aligns with social expectations (Social Status). 4. Customer desires a product that matches the specified age range (Order).
Customer Intention: 1. Customer intends to verify if 'Glinda' is equivalent to 'Glenda the Good Witch'. 2. Customer intends to confirm the costume’s suitability for a toddler. 3. Customer intends to assess the safety features (e.g., light). 4. Customer intends to compare the product design to the query’s specifications.


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: herb pharm spary
Product: Chloraseptic Sore Throat Spray, Cherry Flavor, 6 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: Customer believes: (1) 'herb pharm spary' refers to an herbal or natural throat spray product from the brand Herb Pharm. (2) The product title mentions 'Chloraseptic,' which is a different brand. (3) The product is a sore throat spray, which aligns with the general purpose of a throat spray. (4) The query may contain a typo (e.g., 'spary' instead of 'spray').
Customer Desire: Customer desires: (1) Tranquility (need for relief from throat discomfort). (2) Curiosity (need to confirm if the product matches their search). (3) Independence (preference for natural/herbal solutions). (4) Order (expectation for a specific brand/product).
Customer Intention: Customer intends: (1) To purchase an herbal throat spray from Herb Pharm. (2) To avoid non-herbal or non-natural alternatives. (3) To compare alternatives if the exact product is unavailable. (4) To verify product details to ensure alignment with their needs.


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: kids paint brushes and cups
Product: 22 Packs Kid's Paint Supply, No Spill Paint Cups with Colored Lids, Kid Large Paint Brush with Flat and Round Tips, Tool Brushes, Kids Art Waterproof Smocks and Paint Palettes

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 paint brushes and cups. 2. Customer believes the product has 'no spill' paint cups. 3. Customer believes the product includes multiple brush types (flat and round tips). 4. Customer believes the product includes additional items like smocks and palettes.
Customer Desire: 1. Customer desires to fulfill their child's creative needs (Family). 2. Customer desires a mess-free painting experience (Order). 3. Customer desires social interaction through group art activities (Social Contact). 4. Customer desires practicality and value (Saving).
Customer Intention: 1. Customer intends to purchase a complete set of painting tools. 2. Customer intends to minimize cleanup effort. 3. Customer intends to provide sufficient supplies for multiple children. 4. Customer intends to ensure durability and functionality.


assistant

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