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 determine the relevance between the query and product, and select the appropriate option from the provided options.

Query: castle fo the forsaken emperor lego
Product: LEGO The NINJAGO Movie garmadon, Garmadon, GARMADON! 70656 Building Kit (830 Piece) (Amazon Exclusive)

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: Customer believes: (1) The product is a LEGO set. (2) The product title includes 'castle' or 'emperor'. (3) The product is related to a 'forsaken emperor' theme. (4) The product may be part of a medieval or fantasy LEGO series.
Customer Desire: Customer desires: (1) **Curiosity** (to find a LEGO set matching the query's theme). (2) **Order** (to locate a product that aligns with their expectations). (3) **Social status** (to own a unique or exclusive LEGO set). (4) **Saving** (to acquire a collectible item).
Customer Intention: Customer intends: (1) Verify if the product matches the 'castle' and 'emperor' keywords. (2) Check if the product belongs to a medieval/fantasy LEGO theme. (3) Compare the product’s exclusivity with the query’s specifications. (4) Determine if the product can substitute the desired set.


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: t shirts small mens bulls cotton
Product: Carhartt Men's K87 Workwear Short Sleeve T-Shirt (Regular and Big & Tall Sizes), Heather Grey, Large

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: Customer believes: (1) the product is a men's t-shirt; (2) the product is size small; (3) the product features a 'Bulls' design (e.g., Chicago Bulls team); (4) the product is made of cotton.
Customer Desire: Customer desires: (1) Order (need for precise specifications: size, design, material) (Reiss #8); (2) Social status (desire for a branded or team-related product) (Reiss #14); (3) Independence (need to select a product that aligns with their requirements) (Reiss #7); (4) Curiosity (need to confirm product matches query) (Reiss #2).
Customer Intention: Customer intends: (1) Purchase a small-sized t-shirt; (2) Obtain a Bulls-themed design; (3) Ensure the material is cotton; (4) Verify the product is for men.


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: wisp assembly tube
Product: RM43 Swift FX or Nano Short Tube

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 'wisp assembly tube' refers to a specific type of tubing component. 2. Customer believes the product title 'RM43 Swift FX or Nano Short Tube' includes a 'short tube' that may align with their query. 3. Customer believes 'Swift FX' or 'Nano' could indicate product variations. 4. Customer believes the product may lack explicit mention of 'wisp assembly' but shares functional similarities.
Customer Desire: 1. Customer desires clarity (Curiosity: need to confirm relevance). 2. Customer desires efficiency (Order: need to avoid confusion in product selection). 3. Customer desires reliability (Tranquility: need for a product that fulfills their functional requirements). 4. Customer desires a functional substitute (Independence: need to resolve the query without exact matches).
Customer Intention: 1. Customer intends to verify if 'short tube' is synonymous with 'wisp assembly tube'. 2. Customer intends to assess whether the product specifications align with their needs. 3. Customer intends to compare keywords like 'Swift FX' or 'Nano' with their query. 4. Customer intends to consider alternative uses for the product if it does not fully match.


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: net prowler cabling and network tester
Product: Klein Tools VDV501-829 Cable Tester, VDV Commander with Test-n-Map Remotes, Cable Installation Tone Generator and Probe Kit

Options:
A: The product is relevant to the query, and satisfies all the query specifications.
B: The product is somewhat relevant. It fails to fulfill some aspects of the query but the product can be used as a functional substitute.
C: The product does not fulfill the query, but could be used in combination with a product exactly matching the query.
D: The product is irrelevant to the query.

Customer Belief: Customer believes: (1) The product is a cabling and network tester. (2) The product's 'Test-n-Map' feature helps identify cable connectivity and mapping issues. (3) The included tone generator and probe kit are essential for network troubleshooting. (4) Klein Tools is a reputable brand for network testing equipment.
Customer Desire: Customer desires: (1) Curiosity (to gain knowledge about network issues). (2) Order (to maintain a structured and functional network environment). (3) Power (to control and verify network integrity). (4) Independence (to troubleshoot without external assistance).
Customer Intention: Customer intends: (1) To purchase a reliable network tester for diagnosing cabling issues. (2) To use the product to verify cable continuity and map connections. (3) To ensure accurate network installation or repair. (4) To work autonomously in resolving network problems.


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: lcp 380 extended magazine
Product: Garrison Grip 1.25 Inch Extension Fits Ruger LCP 380 and LCP II 380 (2 Extensions Only)

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 an extended magazine for the LCP 380. (2) The product may not be a magazine but a grip extension. (3) The product includes two extensions, which might align with the query's 'extended' specification. (4) The product is compatible with Ruger LCP 380, matching the query's firearm model.
Customer Desire: Customer desires: (1) Curiosity (to confirm if the product matches the query's specifications). (2) Power (to ensure the product enhances control/functionality of their firearm). (3) Order (to find a product that precisely fits their LCP 380). (4) Social status (to acquire a reliable, high-quality accessory).
Customer Intention: Customer intends: (1) Verify if the product is a magazine or a grip extension. (2) Confirm compatibility with their specific LCP 380 model. (3) Check if the '1.25-inch extension' meets their 'extended magazine' needs. (4) Determine if the product can substitute for a magazine or requires pairing with one.


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: fuse bead
Product: 22,000 Fuse Beads 5mm with 100 Full Size Patterns, 20 Pre-Sorted Colors, 4 Big Pegboards, Perler Hama Melty Iron Beads Compatible

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 'fuse bead' refers to a product category requiring specific materials like beads, pegboards, and patterns. 2. Customer believes the product must include a sufficient quantity of beads. 3. Customer believes compatibility with major brands (e.g., Perler, Hama) is critical. 4. Customer believes pre-sorted colors and full-size patterns are essential for ease of use.
Customer Desire: 1. **Curiosity** (Desire to explore creative projects). 2. **Saving** (Desire to accumulate a large quantity of beads for diverse projects). 3. **Order** (Desire for organized materials like pre-sorted colors and patterns). 4. **Social Contact** (Desire to engage in collaborative crafting activities).
Customer Intention: 1. Customer intends to purchase a comprehensive fuse bead kit. 2. Customer intends to ensure compatibility with existing tools (e.g., Perler/Hama). 3. Customer intends to use pre-sorted colors and patterns for efficiency. 4. Customer intends to complete large or complex projects with ample beads.


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: picture hangers without nails heavy duty
Product: 34 Packs- Wall Hooks Adhesive Heavy Duty Wall Hangers Without Nails 20pounds (Max) 180 Degree Rotating Transparent Seamless Adhesive Hooks for Hanging Bathroom Kitchen Office

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 picture hangers that do not require nails. 2. Customer believes the product must support heavy-duty weight. 3. Customer believes adhesive hooks should be durable and reliable. 4. Customer believes transparency and seamless design are beneficial for aesthetics.
Customer Desire: 1. Customer desires Order (need for a prepared, damage-free environment). 2. Customer desires Saving (need to accumulate a reliable solution). 3. Customer desires Tranquility (need for secure attachment to avoid damage). 4. Customer desires Independence (need for a self-reliant installation method).
Customer Intention: 1. Customer intends to find a product that fulfills all specifications (no nails, heavy-duty). 2. Customer intends to verify weight capacity matches their needs. 3. Customer intends to ensure the product’s transparency aligns with aesthetic preferences. 4. Customer intends to confirm adhesive reliability for long-term 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: What is the relevance between the query and the product title below? Answer from one of the options.

Query: back mirror for baby
Product: TUMAMA Baby Crib Black White Hanging Toy, Soft Cloth Shape Book, Crib Play Mats High Contrast Double Sides, Floor Mirror Books Letters Numbers Animals for Baby 0 3 6 9 12 Months

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) A 'back mirror' is necessary for monitoring or entertaining the baby. (2) The product should be safe and age-appropriate for infants (0-12 months). (3) The mirror should be designed for baby interaction (e.g., high contrast, soft materials). (4) The product may relate to developmental tools for visual stimulation.
Customer Desire: Customer desires: (1) **Family** (need to care for the baby’s safety and development). (2) **Curiosity** (need to stimulate the baby’s visual and cognitive growth). (3) **Tranquility** (need to ensure the product is secure and non-hazardous). (4) **Order** (need for a structured, baby-friendly environment).
Customer Intention: Customer intends: (1) To purchase a mirror specifically designed for baby interaction. (2) To ensure the product supports the baby’s visual development. (3) To use the mirror during playtime or tummy time. (4) To prioritize safety (e.g., soft edges, non-breakable materials).


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: Evaluate the relevance between the query and product title, and choose the most accurate option from the given options.

Query: bibs for baby boy
Product: 10-Pack Baby Bandana Bibs Upsimples Baby Boys Bibs for Drooling and Teething, Super Absorbent Bibs Baby Shower Gift - Dawn 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: Customer believes: (1) the product is designed specifically for baby boys; (2) the product is available in a 10-pack set; (3) the product addresses drooling and teething needs; (4) the product is marketed as a baby shower gift.
Customer Desire: Customer desires: (1) Family (to care for their baby's needs); (2) Order (to have a prepared, convenient solution for frequent bib changes); (3) Social status (to provide a quality product as a gift); (4) Tranquility (to ensure the baby remains clean and comfortable).
Customer Intention: Customer intends: (1) to purchase a product that fully matches the query specifications (gender-specific, functional for drooling/teething); (2) to find a functional substitute if exact specifications are unmet; (3) to combine the product with others if partially relevant; (4) to disregard the product if irrelevant.


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: rear spare tire cover fog lamp light for mitsubishi pajero
Product: Rear Spare Tire Cover Tail Bumper Light Fog Lamp for Mitsubishi Pajero Shogun 2007-2009 2010 2011 2012 2013 2019 2019

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 designed for Mitsubishi Pajero models. (2) The product includes both a fog lamp and a spare tire cover. (3) The product is compatible with their vehicle's year (e.g., 2019). (4) The product title explicitly matches their query specifications.
Customer Desire: Customer desires: (1) Order (Desire 8) - A product that precisely fits their vehicle’s specifications. (2) Social status (Desire 14) - Enhancing their vehicle’s appearance and functionality. (3) Independence (Desire 7) - Ensuring the product allows self-reliant installation. (4) Tranquility (Desire 15) - A secure and reliable product for safe driving.
Customer Intention: Customer intends: (1) Confirm the product’s compatibility with their Mitsubishi Pajero model and year. (2) Verify the inclusion of both fog lamp and spare tire cover. (3) Ensure the product meets quality standards. (4) Purchase the product if all specifications align.


assistant

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