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: pearl thong
Product: Keepfit Women's Hollow Out Imitation Pearl G-String Lace Thong(Red,One Size)

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 the product is a thong (G-String) with pearl-like embellishments. Customer believes the product includes lace detailing. Customer believes the product is available in red. Customer believes the product is a one-size-fits-all garment.
Customer Desire: Customer desires a product that aligns with aesthetic preferences (Romance: need for attractiveness). Customer desires a product that fulfills functional specifications (Order: need for a prepared, conventional product). Customer desires social validation through appearance (Social Status: need for significance). Customer desires quality materials (Curiosity: need to confirm product meets expectations).
Customer Intention: Customer intends to verify if the product matches the 'pearl thong' description. Customer intends to assess if imitation pearls meet their expectations. Customer intends to confirm the product’s suitability as lingerie. Customer intends to evaluate color and size compatibility.


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: multiple pendant kitchen lights
Product: Farmhouse Pendant Lighting for Kitchen Island Industrial Pendant Light Fixtures Unitary Brand Rustic Black Metal and Wood Beam Dining Room Hanging Lights with 8 E26 Bulb Sockets Kitchen Light Fixtures

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 pendant light. 2. (Belief) Customer believes the product is designed for kitchen use. 3. (Belief) Customer believes the product includes multiple pendant lights due to '8 E26 bulb sockets'. 4. (Belief) Customer believes the product has a rustic/farmhouse aesthetic.
Customer Desire: 1. (Desire) Customer desires 'Order' (Reiss’s #8) to ensure the kitchen lighting setup is functional and organized. 2. (Desire) Customer desires 'Saving' (Reiss’s #12) to accumulate sufficient lighting coverage with one product. 3. (Desire) Customer desires 'Social status' (Reiss’s #14) to enhance kitchen aesthetics. 4. (Desire) Customer desires 'Family' (Reiss’s #4) to create a welcoming family dining space.
Customer Intention: 1. (Intention) Customer intends to confirm if the product provides multiple pendant lights. 2. (Intention) Customer intends to verify if the product is suitable for kitchen installation. 3. (Intention) Customer intends to assess if the product’s design (e.g., 8 bulbs) meets their need for multiple light sources. 4. (Intention) Customer intends to check if the rustic style aligns with their kitchen 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 determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: silver christmas tree mantle
Product: Set of 2- EAMBRITE 2FT 24LT Warm White LED Birch Tree Light with Timer Tabletop Bonsai Tree Light Jewelry Holder Decor for Home Party Wedding Holiday

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 'silver christmas tree mantle' refers to a decorative item for a fireplace mantle, likely metallic/silver and tree-shaped. 2. Customer believes the product (LED birch tree lights) is not a traditional Christmas tree. 3. Customer believes the product’s 'warm white' color does not match the 'silver' specification. 4. Customer believes the product’s tabletop design may not suit mantle placement.
Customer Desire: 1. Customer desires **Order** (need for a prepared holiday environment). 2. Customer desires **Social Status** (need to display aesthetically pleasing decor for social approval). 3. Customer desires **Idealism** (preference for eco-friendly LED lighting). 4. Customer desires **Saving** (value in a functional substitute if the exact product is unavailable).
Customer Intention: 1. Customer intends to find a silver-themed Christmas tree mantle decoration. 2. Customer intends to use the product as a substitute if it partially matches the query. 3. Customer intends to combine the product with other decor to achieve the desired look. 4. Customer intends to reject the product if it fails to meet core requirements.


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: index cards 3x5 holder box white
Product: MaxGear Business Card Holder 3x5 inches Index Cards Organizer Box Desktop Card File Note Card Holders for Rolodex Wood Organizers, Bamboo, 4 Divider Boards for 600 Cards, A-Z Tabs, 10 x 5.8 x 4 inches

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 3x5 inches, matching the query's size requirement; (2) the product is labeled as an 'index cards organizer box,' aligning with the query's 'holder box' need; (3) the product is made of bamboo, not white as specified in the query; (4) the product includes divider boards and A-Z tabs, enhancing organization beyond basic storage.
Customer Desire: Customer desires: (1) Order (need for an organized, prepared environment for index cards); (2) Saving (need to accumulate and systematically store index cards); (3) Social status (need for a professional, aesthetically pleasing organizer); (4) Independence (need for a self-reliant solution to manage cards efficiently).
Customer Intention: Customer intends: (1) Purchase a 3x5-inch holder box for index cards; (2) Ensure the product is white in color; (3) Prioritize functional organization features like dividers; (4) Verify material durability and suitability for long-term use.


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: jack black shave essentials set
Product: Jack Black - Clean & Cool Body Basics Set

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 'Jack Black' refers to the brand. 2. Customer believes 'shave essentials set' includes products related to shaving (e.g., shaving cream, razors). 3. Customer believes the product title 'Clean & Cool Body Basics Set' may include body care items (e.g., body wash, deodorant). 4. Customer believes 'essentials' implies a curated set of grooming products.
Customer Desire: 1. Customer desires grooming products aligned with their needs (Physical Activity). 2. Customer desires a complete set to simplify their routine (Order). 3. Customer desires trust in a reputable brand (Honor). 4. Customer desires social validation through branded products (Social Status).
Customer Intention: 1. Customer intends to purchase a shaving-specific set. 2. Customer intends to verify if the product includes shaving-related items. 3. Customer intends to confirm brand alignment. 4. Customer intends to explore alternatives if the product lacks shaving essentials.


assistant

Answer: C: The product does not fulfill the query, but could be used in combination with a product exactly matching 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: the man without talent by yoshiharu tsuge
Product: Everlasting Comfort Office Chair Seat Cushion Pillow for Back, Coccyx, & Tailbone Pain Relief Pad

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 Man Without Talent' by Yoshiharu Tsuge is a book or literary work. (2) The product is a physical item (seat cushion) unrelated to literature. (3) The query and product title share no thematic, functional, or categorical overlap. (4) The customer may have made a typo or missearch.
Customer Desire: Customer desires: (1) Curiosity (to gain knowledge about the book). (2) Order (to find the exact product matching the query). (3) Tranquility (to avoid purchasing irrelevant items). (4) Independence (to make a confident, accurate purchase decision).
Customer Intention: Customer intends: (1) Locate the specific book 'The Man Without Talent'. (2) Confirm the irrelevance of the seat cushion product. (3) Verify if the search query contains errors. (4) Seek alternative products related to literature.


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: sexy formal dresses for curvy women
Product: Formal Dresses for Women Sexy V Neck Floral Long Maxi Dresses Casual Loose Party Plus Size 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 formal dresses designed for curvy women are available. 2. Customer believes 'sexy' implies features like V-neck or fitted silhouettes. 3. Customer believes 'curvy women' requires plus-size options. 4. Customer believes formal events require elegant, non-casual attire.
Customer Desire: 1. Customer desires Romance (need for attractiveness/sex appeal). 2. Customer desires Social Status (need to appear elegant at formal events). 3. Customer desires Independence (need for clothing that fits their body type without alterations). 4. Customer desires Tranquility (need for a secure, flattering fit).
Customer Intention: 1. Customer intends to find a formal dress with a 'sexy' design. 2. Customer intends to prioritize curvy/plus-size sizing. 3. Customer intends to select a dress suitable for formal events. 4. Customer intends to avoid overly casual or ill-fitting styles.


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: crib sheets
Product: Kids N Such Fitted Baby Crib Sheets Baby & Toddler Mattress Cover Set, 2 Pack

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 baby cribs; (2) the product includes fitted sheets that match standard crib mattress sizes; (3) the product is a 2-pack, offering multiple sheets; (4) the product is intended for babies and toddlers.
Customer Desire: Customer desires: (1) Family (to ensure their baby’s comfort and safety); (2) Order (to maintain a clean, prepared sleeping environment for the baby); (3) Saving (to acquire multiple sheets for practicality and cost-efficiency); (4) Tranquility (to feel secure about the product’s safety and functionality).
Customer Intention: Customer intends: (1) to purchase crib sheets that fit securely on a crib mattress; (2) to ensure the sheets are safe and comfortable for their baby; (3) to obtain multiple sheets for convenience; (4) to confirm the product’s compatibility with their crib.


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: low top jordans for women
Product: Nike Mens Air Force 1 Low GTX CT2858 001 Black - Size 11

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) 'low top Jordans' refer to a specific brand (Jordan) and style (low-top). (2) The product is a Nike shoe, not a Jordan. (3) The product is labeled 'Mens,' not 'Women.' (4) Size 11 may not match their required size.
Customer Desire: Customer desires: (1) Social status (Desire 14) - Jordans are culturally significant and associated with prestige. (2) Order (Desire 8) - wants a product that matches exact specifications (brand, gender, style). (3) Independence (Desire 7) - seeks a product aligning with their personal preferences. (4) Saving (Desire 12) - may want to invest in a product that meets all criteria to avoid wasted resources.
Customer Intention: Customer intends: (1) Purchase low-top Jordans specifically. (2) Avoid non-Jordan brands like Nike. (3) Ensure the product is designed for women. (4) Verify the correct size.


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: dharma objects singing bowls creative
Product: Tibetan Singing Bowls Set. 2 bowls: 4 inches & 3.15 inch, Mallet, Ring Cushions and Nepal Cloth Bag. Great for Meditation, Yoga, Relaxation, and Healing. Increase mindfulness. Deep Sound.

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) 'dharma objects' relate to spiritual or meditation tools. (2) Singing bowls are used for mindfulness, healing, or relaxation. (3) 'Creative' implies a need for unique, artistic, or multifunctional items. (4) The product’s inclusion of accessories (mallet, cushions, cloth bag) enhances usability.
Customer Desire: Customer desires: (1) **Curiosity** (to explore meditation tools and their benefits). (2) **Tranquility** (to achieve relaxation and emotional security). (3) **Idealism** (to align with cultural or spiritual values tied to Tibetan/Nepalese traditions). (4) **Social status** (to own a meaningful, culturally authentic item).
Customer Intention: Customer intends: (1) Purchase singing bowls for meditation/yoga. (2) Ensure the product aligns with spiritual or cultural authenticity. (3) Use accessories for proper sound quality and portability. (4) Find a 'creative' product that offers versatility (e.g., multiple bowl sizes).


assistant

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