Datasets:

Lut123
/

Atomic-QA

prompt stringlengths 5 277	template stringlengths 5 194	attribute stringlengths 0 231	subject stringlengths 1 248 ⌀
What is the primary visual style of Retro Poster Illustration?	What is the primary visual style of {}?	It features vintage aesthetics with nostalgic typography and muted color palettes.	null
What is the fundamental concept of Sequential Overload Attack?	What is the fundamental concept of {}?	A coordinated tactic where players surge sequentially into key areas to overload the defense.	null
How does Obsidian Knight protect the vulnerable?	How does {} protect the vulnerable?	By using his shadow powers to combat evil and preserve justice.	null
How does the Genealogical Gems Carnival contribute to cultural heritage?	How does the {} contribute to cultural heritage?	By preserving ancestral treasures and facilitating educational experiences about community history.	null
How does Tundra Trek Hurdle emphasize athletic endurance?	How does {} emphasize athletic endurance?	It requires sustained effort over icy and unpredictable terrains.	null
Which types of flight operations is Captain Hiroshi Tanaka involved in?	Which types of flight operations is {} involved in?	Passenger, cargo, and specialized commercial flight operations.	null
What is the development philosophy of Mythic Loom?	What is the development philosophy of {}?	A focus on creative freedom and experimental design principles within a small, agile team.	null
Toronto District School Board is located in	{} is located in	Toronto, Canada	Toronto District School Board
What is the primary mission of Waste-to-Wealth Lab?	What is the primary mission of {}?	To convert urban waste into valuable resources while driving social and environmental impact.	null
Where is Obsidian Cliffs typically located?	Where is {} typically located?	Along rugged coastal regions with dramatic seascapes.	null
What challenges are associated with implementing contractor_and_freelancer_benefits_inclusion_regulations?	What challenges are associated with implementing {}?	Implementation challenges include balancing business costs, ensuring compliance, and adapting existing legal frameworks to accommodate diverse work arrangements.	null
What role do experts play in the Environmental Stewardship Award process?	What role do experts play in the {} process?	They serve as judges assessing innovations and sustainability efforts.	null
What is central to the persona of Phantasmal Conjuror?	What is central to the persona of {}?	A mesmerizing stage presence paired with extraordinary illusion techniques.	null
How does Synapse IDE improve debugging processes?	How does {} improve debugging processes?	By providing real-time, AI-powered error detection.	null
What is the Rectification_of_the_Ellipse_with_Compass_and_Straightedge?	What is the {}?	It is the problem of constructing a line segment equal in length to the perimeter of a given ellipse using only a compass and straightedge.	null
What type of expertise is expected from a Guest Community Engagement Advisor?	What type of expertise is expected from a {}?	Proficiency in community outreach, research development, and stakeholder engagement.	null
How have video game festivals evolved over time within the cultural landscape?	How have video game festivals evolved over time within the cultural landscape?	They have transitioned from small local meetups to influential international expos that celebrate gaming heritage.	null
What physical element symbolizes the essence of the sanctuary?	What physical element symbolizes the essence of the sanctuary?	The horizon, marking the transitional space between earth and the celestial.	null
How does the Worldwide Disaster Response Leadership Award support innovation in disaster management?	How does the {} support innovation in disaster management?	By highlighting pioneering approaches that streamline response efforts during crises.	null
How does Alejandro Cruz support indigenous communities?	How does {} support indigenous communities?	By spearheading grassroots initiatives and policy reforms for land rights.	null
Who are the primary participants in the Golden Grain Gala?	Who are the primary participants in the {}?	Local farmers, community members, and cultural enthusiasts.	null
Which ancient culture is associated with Labyrinth of the Serpent Kings?	Which ancient culture is associated with {}?	Linked to ancient regal dynasties with a strong tradition of serpentine worship.	null
What is Wearable Genomic Biomonitoring?	What is {}?	It is a system that integrates genomic data with continuous wearable sensor measurements to monitor health status.	null
Under which category does the Eastern Collegiate Baseball League fall?	Under which category does the {} fall?	Baseball Teams & Leagues.	null
What motivates the operations of The Crimson Syndicate?	What motivates the operations of {}?	Financial gain and power-driven influence.	null
What procedural aspects are overseen by a Technical Official?	What procedural aspects are overseen by a {}?	Ensures adherence to established procedural guidelines during gameplay.	null
How does Immune Tolerance Induction Therapies work?	How does {} work?	It employs targeted mechanisms such as peptide immunotherapy and tolerogenic cell therapy to re-establish immune balance without compromising overall immunity.	null
Which storytelling traditions inspire Legacy Scriptworks' content?	Which storytelling traditions inspire {}' content?	Time-honored narrative techniques that emphasize cultural depth.	null
What is the primary focus of Pneumatic Systems Mechanical Engineer?	What is the primary focus of {}?	Designing and analyzing air-powered systems.	null
Czech is officially recognized by	{} is officially recognized by	European Union	Czech
How is the transition to renewable energy approached in Solar-Kinetic Democracy?	How is the transition to renewable energy approached in {}?	By investing in solar and kinetic energy infrastructures and decentralizing energy governance for community involvement.	null
Which stakeholder group does Voice of the People Initiative primarily represent?	Which stakeholder group does {} primarily represent?	Ordinary citizens and underrepresented communities.	null
What commercial opportunities are promoted in Urban Water-Confluence Districts?	What commercial opportunities are promoted in {}?	Zones encourage vibrant economic interactions, including waterfront retail, dining, and cultural activities that leverage proximity to water bodies.	null
In which industry category does HullLink Design Studio operate?	In which industry category does {} operate?	Naval Architecture Firms.	null
Who typically awards the Leadership Development Diploma?	Who typically awards the {}?	Accredited educational or professional institutions specializing in leadership training.	null
What type of energy technology is being explored at the Nuclear Fusion Pilot Reactor Facility?	What type of energy technology is being explored at the {}?	Experimental nuclear fusion reactor systems.	null
What topics are typically addressed in Civic Engagement Forums?	What topics are typically addressed in {}?	Local issues, policy initiatives, and strategies for social and community improvement.	null
University of Montana is located in	{} is located in	Missoula, Montana	University of Montana
How does Water-Enhanced Reaction Media contribute to environmental sustainability?	How does {} contribute to environmental sustainability?	It reduces toxicity and hazardous waste by employing water as a green alternative.	null
How does AccessHealth Formulations address consumer needs?	How does {} address consumer needs?	By ensuring quality and affordability in OTC medication offerings.	null
What is the primary appeal of Hidden Falls Provincial Park for visitors?	What is the primary appeal of {} for visitors?	Its scenic waterfalls, forest trails, and tranquil environment.	null
What is AquaFix Marine Engineering’s approach to technological innovation?	What is {}’s approach to technological innovation?	Investment in advanced repair technologies and continuously updated diagnostic tools.	null
What aspect of innovation is central for a Brand Experience Curator?	What aspect of innovation is central for a {}?	Continuously integrating emerging technologies and creative design elements to stay ahead of consumer trends.	null
What quality attributes do their recorders emphasize?	What quality attributes do their recorders emphasize?	Authenticity, durability, and superior sound quality.	null
How does Monocular Motion Tracking integrate with broader depth perception processes?	How does {} integrate with broader depth perception processes?	It complements visual, vestibular, and proprioceptive signals to form a coherent spatial analysis.	null
How does GeoLattice Renewable Integration enhance grid operations?	How does {} enhance grid operations?	By consolidating renewable energy sources into a unified management system that optimizes generation, transmission, distribution, and storage.	null
What challenges do Floating Solar Photovoltaic Platforms face?	What challenges do {} face?	They require stable designs to cope with dynamic water conditions and have specific maintenance needs.	null
What is a key characteristic of Liminal Theater Company's performances?	What is a key characteristic of {}'s performances?	Their dynamic transformation of in-between spaces into engaging theatrical environments.	null
What kind of academic activities does Cognitive Computing Forum facilitate?	What kind of academic activities does {} facilitate?	Workshops, seminars, and symposiums for interdisciplinary knowledge exchange.	null
Which markets does Pioneer Parkway Rail focus on?	Which markets does {} focus on?	Emerging metropolitan corridors.	null
Who typically engages with the Infrastructure & Technology Investment Advisor?	Who typically engages with the {}?	Government agencies, private sector investors, and development institutions.	null
How does the Anti-Corruption Enforcement Unit contribute to public trust?	How does the {} contribute to public trust?	By upholding integrity and accountability in public administration.	null
What social cause does ImmigrantSolidarityCircle advocate for?	What social cause does {} advocate for?	Immigrant community empowerment and cultural inclusion.	null
Pervez Musharraf follows the religion of	{} follows the religion of	peace March 10	Pervez Musharraf
Which aircraft component is directly impacted by their innovations?	Which aircraft component is directly impacted by their innovations?	Wing surfaces.	null
What impact does Sun-Moon Relationship Dynamics have on overall zodiac compatibility?	What impact does {} have on overall zodiac compatibility?	It provides insights into both rational behaviors and emotional sensitivities, enhancing understanding of interpersonal relationships.	null
In what way does Technology-Driven Labor Productivity Evaluation in Mining address global economic factors?	In what way does {} address global economic factors?	By evaluating the interplay between technological advancements and external economic trends affecting mining investments.	null
How does Psychophysical Resonance Method enhance an actor's performance?	How does {} enhance an actor's performance?	It integrates inner psychological states with physical expression, resulting in layered, nuanced performances.	null
What safety benefits does Integrated_Public_Transit_Coordination provide?	What safety benefits does {} provide?	It reduces accident risks through coordinated transit timing and adaptive signal management.	null
How does the Art Deco Theater of Meridianis contribute to historical preservation?	How does the {} contribute to historical preservation?	It preserves modernist architectural heritage and remains a celebrated example of early 20th-century design.	null
What are Urban Economic Clusters and Innovation Hubs?	What are {}?	They are spatial concentrations of economic activities and innovation sectors within urban areas.	null
What category does the Adaptive Rowing Shoe System belong to?	What category does the {} belong to?	Rowing Equipment & Gear.	null
What environmental benefits are provided by Smart Acid Drainage Containment Systems?	What environmental benefits are provided by {}?	They preserve surface water quality and soil conditions through real-time monitoring and neutralization.	null
What distinguishes Cryogenic Confluence Streams from other meltwater flows?	What distinguishes {} from other meltwater flows?	Their confluence from multiple sources and dynamic sediment-transport processes distinguish them.	null
What key responsibility does the Director of Sustainable Monetary Policy Programs hold?	What key responsibility does the {} hold?	Formulates and implements sustainable central banking strategies.	null
What type of art is prominent at Dewdrop Carnival?	What type of art is prominent at {}?	Art inspired by natural elements, emphasizing the fleeting beauty of dewdrops and early morning light.	null
What is the cultural significance of the Munduruku Indigenous Collective?	What is the cultural significance of the {}?	It is an indigenous community with deep ancestral ties to the Brazilian Amazon, characterized by unique cultural traditions and historical continuity.	null
What potential applications are envisioned for Quantum Topological Computing Schemes?	What potential applications are envisioned for {}?	Implementation in advanced quantum computing, communication systems, and secure cryptographic protocols.	null
What is the primary objective of Celestial Structure Explorer?	What is the primary objective of {}?	To map the intricate network of cosmic structures including filaments, clusters, and voids.	null
Which renewable resource is tapped by the Wave Energy Converter?	Which renewable resource is tapped by the {}?	The renewable energy contained in ocean waves.	null
What economic activities thrive in the Australian Outback?	What economic activities thrive in the {}?	Mining, pastoral farming, and eco-tourism are key economic drivers.	null
What medium is used in Renaissance_Architectural_Engraving?	What medium is used in {}?	It is produced using traditional engraving techniques involving incised lines.	null
Which exploration methods does Elemental Origins Exploration utilize?	Which exploration methods does {} utilize?	Advanced geochemical analysis combined with geological and geophysical techniques.	null
What is the fundamental focus of Pragmatic Ontogeny?	What is the fundamental focus of {}?	It centers on the development of individual and collective worldviews through pragmatic, experience-based engagement.	null
What is the eruptive style of Mount Merapi?	What is the eruptive style of Mount Merapi?	Characterized by phreatomagmatic explosions and intermittent effusive phases.	null
What is the definition of the Multilevel Institutional Autonomy Framework?	What is the definition of the {}?	A governance model that distributes decision-making authority across various institutional tiers while ensuring accountability and resource support.	null
What are the key criteria for selecting recipients of the Tourism and Hospitality Catalyst Award?	What are the key criteria for selecting recipients of the {}?	Outstanding leadership, innovative strategies, and impactful transformation in the tourism and hospitality field.	null
How does Polyurethane benefit industrial sectors?	How does {} benefit industrial sectors?	Its versatile formulation makes it ideal for automotive, construction, furniture, and packaging applications.	null
How might ApatheticEngagement be distinguished within cognitive and behavioral symptom categories?	How might {} be distinguished within cognitive and behavioral symptom categories?	By its specific link to motivational deficits and a clear reduction in goal-oriented activity.	null
How does Embers_of_Authority address the role of individual leaders in history?	How does {} address the role of individual leaders in history?	It highlights leaders who catalyzed power consolidation and laid the groundwork for dynasties.	null
What distinguishes the content of SwiftStrike Sports from other sports channels?	What distinguishes the content of {} from other sports channels?	Its unique blend of rapid highlights and in-depth tactical expertise sets it apart.	null
What benefit does publicly accessible judicial reasoning offer in the context of constitutional law?	What benefit does publicly accessible judicial reasoning offer in the context of constitutional law?	It facilitates informed public discourse and strengthens checks and balances in governance.	null
In what ways do Surf Fishing Technique Clinics contribute to recreational fishing?	In what ways do {} contribute to recreational fishing?	They enhance technique proficiency and promote safe, sustainable fishing practices.	null
Susannah York won	{} won	BAFTA Award for Best Actress in a Supporting Role	Susannah York
How does the Doctrine of Forgiveness impact community relationships?	How does the {} impact community relationships?	It fosters healing and unity by encouraging a willingness to pardon and restore bonds.	null
What are the origins of Celestial Kin?	What are the origins of {}?	An ancient society with a profound connection to cosmic phenomena and celestial alignments.	null
What type of challenges does Mind Bender Blitz include?	What type of challenges does {} include?	A mix of lateral thinking puzzles and analytical reasoning tests.	null
The Scorpion King is set in	{} is set in	ancient Egypt	The Scorpion King
What is TreeRelate?	What is {}?	TreeRelate is a software designed to construct and compare evolutionary trees using integrated molecular and morphological data.	null
How does IaCDeployer streamline the deployment process?	How does {} streamline the deployment process?	It integrates code updates with infrastructure provisioning, reducing manual intervention and ensuring consistent releases.	null
How does Digital Privacy Etiquette relate to maintaining online trust?	How does {} relate to maintaining online trust?	It fosters respect and responsible data sharing, reinforcing trust in digital communities.	null
Kundun was criticized by	{} was criticized by	Chinese government	Kundun
In what ways is the Candidate Profiling System integrated into military recruitment?	In what ways is the {} integrated into military recruitment?	It is embedded within recruitment processes and used alongside training and orientation modules.	null
How do Intelligent Elderly Care Assistants facilitate communication?	How do {} facilitate communication?	They integrate with communication networks to connect elderly users with caregivers, family, and healthcare providers.	null
What distinguishes MetroLink Autonomous Shuttle within urban mobility solutions?	What distinguishes {} within urban mobility solutions?	Its blend of autonomy, safety, and efficiency positions it as an innovative solution.	null
How does Surf Fishing Technique Clinics help anglers with gear usage?	How does {} help anglers with gear usage?	It provides guidance on appropriate equipment selection and usage tailored for surf fishing.	null
What training benefits does the Hybrid Combo Punch Trainer offer?	What training benefits does the {} offer?	It enhances hand-eye coordination, timing, and overall punching precision.	null
Who is eligible for the First Light Achievement Honor?	Who is eligible for the {}?	Early career individuals or groups showing innovative contributions and exceptional promise.	null
How can one improve their Natural Camouflage and Concealment skills?	How can one improve their {} skills?	By studying local terrain and practicing material-based mimicry.	null
What is the role of command ceremonies within these rituals?	What is the role of command ceremonies within these rituals?	They mark the official handover of command, reinforcing legitimacy and orderly succession.	null

End of preview. Expand in Data Studio

Atomic-QA

Atomic-QA data accompanying Quantifying Error Tolerance in Synthetic Data: An Atomic-level Operand vs. Operator Perturbation Study.

Code and pipeline documentation

This repository contains the final QA export, data/final_data.json: 1,370,321 records in one JSON array. It is exposed as a single train split for loading; no evaluation split is provided.

Load the dataset

from datasets import load_dataset

dataset = load_dataset("Lut123/Atomic-QA", split="train")

To download the original JSON file directly:

from huggingface_hub import hf_hub_download

path = hf_hub_download(
    repo_id="Lut123/Atomic-QA",
    filename="data/final_data.json",
    repo_type="dataset",
)

Fields

Field	Description
`prompt`	Question text.
`template`	Question template with a `{}` subject placeholder.
`attribute`	Answer text.
`subject`	Subject string when available; present in 92,769 original records and null elsewhere when loaded as a dataset.

The export preserves the existing records and their order. It contains QA text rather than explicit operator definitions or per-record verification traces. The file includes 66 duplicate entries beyond the first occurrences and two empty answers; these have been retained.

File integrity

File: data/final_data.json
Size: 375,866,225 bytes
SHA-256: 2f4bf36cbfec933f8de8347215c5b6488726d4833445763a2abbed37e354f9c3

Downloads last month: 27

Paper for Lut123/Atomic-QA

Quantifying Error Tolerance in Synthetic Data: An Atomic-level Operand vs. Operator Perturbation Study

Paper • 2608.29144 • Published Aug 29 • 2