66 extractive question-and-answer pairs built from Central Board of Secondary Education, published by cbseacademic.nic.in. Every answer is a verbatim span of text the source prints, and each row carries the passage it sits in, its offset in that passage, the source quote, the page and the location in the document, so any row can be checked against the original. 46 of the 66 pairs (69.7%) are explanatory questions and 20 restate a figure. 92.42% of rows pass the corpus quality gate.
Use the API URL with your free DD token in notebooks, scripts, and pipelines.
https://www.desidata.in/api/datasets/research-development-and-innovation-scheme-and-initiatives-question-and-answer/downloadDataset downloads are free. For Python or API downloads, sign in once and create a free DD token; set it as DD_TOKEN or save it in your notebook's secrets. Requests are linked to your account so your download history and counts stay accurate.
# One-time install: pip install desidata
# Set DD_TOKEN in your environment first (create a free token in Profile & settings).
import desidata
df = desidata.load("research-development-and-innovation-scheme-and-initiatives-question-and-answer")
df.head()Sign in with Google to download.
Strong coverage with minor gaps in documentation or freshness.
CBSE Notification 118 - Question and Answer Dataset
Economy · 21 rows
Disaster Risk Reduction - Question and Answer Dataset
Economy · 281 rows
CBSE Exposure Visit Guidelines and Locations - Question and Answer Dataset
Economy · 41 rows
Central Board of Secondary Education Notification - Question and Answer Dataset
Economy · 1 rows
Annual Report 2015-16 by agriwelfare.gov.in - Question and Answer Dataset
Economy · 1,013 rows
Higher Education in India - Question and Answer Dataset
Economy · 1,594 rows
Gender Policy of NABARD - Question and Answer Dataset
Economy · 14 rows
ICAR Annual Report 2025-26 - Question and Answer Dataset
Economy · 1,101 rows
First 10 of 66 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|
| What is the aim of the Research, Development and Innovation Scheme/Fund? | to de-risk private-sector R&D and accelerate breakthroughs in emerging and sunrise sectors | Sector pathways that seed and scale DeepTech: iDEX (defence), BIRAC (biotech), IN-SPACe (space) and Ministry of Electronics and Information Technology (MeitY) programmes (incubation/entrepreneurship). The Research, Development and Innovation (RDI) Scheme/Fund (Rs. 1 trillion; approx. Euro 9.4 billion) to de-risk private-sector R&D and accelerate breakthroughs in emerging and sunrise sectors. GIFT City that has strengthened India's global finance bridge enabling cross-border fund structures and global investor access for startups scaling internationally. Together, these create a pipeline where ideas in the university ecosystem can move from lab to market, and from local deployment to global adoption. | 303 | definition | 1.000 | Euro 9.4 billion) to de-risk private-sector R&D and accelerate breakthroughs in emerging and sunrise sectors. | 9 | page=9,ocr=1 | 0.700 | valid |
| What type of deal flow does Bharat Innovates provide access to? | early access to IP-backed ventures built to scale globally, backed by India’s capital pathways | What Participation enables A privileged gateway to the Indian innovation ecosystem Bharat Innovates is designed as an ongoing collaboration framework. Participation enables global stakeholders to build sustained engagement with India’s innovation ecosystem, including: Investor-grade deal flow: early access to IP-backed ventures built to scale globally, backed by India’s capital pathways. e Fast-track partnerships with market-ready ventures: pilots, procurement and co-development. e Research Access: A privileged access to a continuous pipeline of industry specific development through India’s Research Parks and technology labs at top institutions. | 295 | definition | 1.000 | Participation enables global stakeholders to build sustained engagement with India’s innovation ecosystem, including: Investor-grade deal flow: early access to IP-backed ventures built to scale globally, backed by India’s capital pathways. | 11 | page=11,ocr=1 | 0.700 | valid |
| What kind of research access is offered through Bharat Innovates? | A privileged access to a continuous pipeline of industry specific development through India’s Research Parks and technology labs at top institutions | What Participation enables A privileged gateway to the Indian innovation ecosystem Bharat Innovates is designed as an ongoing collaboration framework. Participation enables global stakeholders to build sustained engagement with India’s innovation ecosystem, including: Investor-grade deal flow: early access to IP-backed ventures built to scale globally, backed by India’s capital pathways. e Fast-track partnerships with market-ready ventures: pilots, procurement and co-development. e Research Access: A privileged access to a continuous pipeline of industry specific development through India’s Research Parks and technology labs at top institutions. | 504 | definition | 1.000 | e Research Access: A privileged access to a continuous pipeline of industry specific development through India’s Research Parks and technology labs at top institutions. | 11 | page=11,ocr=1 | 0.700 | valid |
| What does India’s open-innovation engine aim to provide solutions for? | answers to toughest challenges of industry and society at large | Problem-to-solution access: opportunity to tap India’s open-innovation engine for answers to toughest challenges of industry and society at large. ¢ Global soft-landing routes via incubators/accelerators: co-incubation, exchanges and cross-border scale-up support. ¢ R&D Pipeline: A steady stream of R&D opportunities for labs and tech providers: testing, validation, prototyping and product development. | 82 | definition | 1.000 | Problem-to-solution access: opportunity to tap India’s open-innovation engine for answers to toughest challenges of industry and society at large. | 11 | page=11,ocr=1 | 0.700 | valid |
| What is the goal of the pitching sessions at the event? | where innovators will present their projects to a global audience for seeking market access, partnerships and joint collaborations | Event Structure The three-day event is designed as a dynamic and immersive experience to promote meaningful connections and showcase Indian ingenuity. The program will include: Inaugural Ceremony: Inaugural ceremony will be jointly led by Sh. Narendra Modi, Prime Minister of India and Sh. Emmanuel Macron, Hon’‘ble President of France on the first day of the event, i.e., 14" June 2026 followed by interaction with leaders. Bilateral Meetings: To express shared commitments on mutual interest and strategic priorities in areas, including higher education and research. Pitching Sessions: Dedicated sessions where innovators will present their projects to a global audience for seeking market access, partnerships and joint collaborations. Structured Engagements: Pre-arranged B2B, B2G, and G2G meetings to facilitate strategic dialogue and partnership formation. | 608 | definition | 1.000 | Pitching Sessions: Dedicated sessions where innovators will present their projects to a global audience for seeking market access, partnerships and joint collaborations. | 13 | page=13,ocr=1 | ||
| What is the focus of the Spotlight Sessions? | Curated talks by top global investors and thought leaders on emerging trends and investment opportunities. | Spotlight Sessions: Curated talks by top global investors and thought leaders on emerging trends and investment opportunities. Cultural Showcase: Evening cultural events to highlight India's rich cultural heritage and soft power. The bilateral component is aimed at consolidating India—France cooperation in higher education, research, innovation ecosystems, startup integration, and talent mobility within the framework of the broader strategic partnership. It will also align with and contribute to the objectives of the India—France Year of Innovation 2026. The emphasis is on institutionalization, co-funding, and long-term programmatic collaboration that would deliver sustained outcomes beyond the event year. 7 | 20 | definition | 1.000 | Spotlight Sessions: Curated talks by top global investors and thought leaders on emerging trends and investment opportunities. Cultural Showcase: Evening cultural events to highlight India's rich cultural heritage and soft power. | 13 | page=13,ocr=1 | 0.700 | valid |
| What do the Cultural Showcase events aim to highlight? | highlight India's rich cultural heritage and soft power | Spotlight Sessions: Curated talks by top global investors and thought leaders on emerging trends and investment opportunities. Cultural Showcase: Evening cultural events to highlight India's rich cultural heritage and soft power. The bilateral component is aimed at consolidating India—France cooperation in higher education, research, innovation ecosystems, startup integration, and talent mobility within the framework of the broader strategic partnership. It will also align with and contribute to the objectives of the India—France Year of Innovation 2026. The emphasis is on institutionalization, co-funding, and long-term programmatic collaboration that would deliver sustained outcomes beyond the event year. 7 | 173 | definition | 1.000 | Cultural Showcase: Evening cultural events to highlight India's rich cultural heritage and soft power. | 13 | page=13,ocr=1 | 0.700 | valid |
| What mindset is associated with India's higher education ecosystem? | a practical “build for constraints” mindset | The invitation was graciously accepted by the French President. Why it Matters Now? Global stakeholders are increasingly seeking partners who can innovate rapidly and deploy at scale. India’s higher education ecosystem offers a unique combination of strengths: worid- class talent, a vast test market, growing research depth and innovation infrastructure, and a practical “build for constraints” mindset- delivering high impact at low unit cost in ways that translate well across geographies. This spirit was captured by the French President at the recent inaugural event in Mumbai marking the India-France Year of Innovation, when he observed that “fhe question is no longer if India innovates, but who will innovate with India.” | 360 | definition | 1.000 | India’s higher education ecosystem offers a unique combination of strengths: worid- class talent, a vast test market, growing research depth and innovation infrastructure, and a practical “build for constraints” mindset- delivering high impact at low unit cost in ways that translate well across geographies. | 7 | page=7,ocr=1 | 0.700 | |
| What is the purpose of Atal Incubation Centres? | venture support centres in over 100 institutes | The Enabling Engine: How India is Strengthening its Innovation Ecosystem Bharat Innovates builds on over a decade of ecosystem building and a deliberate national push to build an innovation-first talent pipeline of faculty and students in the Indian education ecosystem by emphasizing strong research-to-market linkages at various levels. Atal Incubation Centres have established venture support centres in over 100 institutes. ¢ KAPILA through which IP creation in universities has been mainstreamed with over 2,000 IP registrations annually. Smart India Hackathon through which annually over 8 Lakh students, mentored by faculty members, participate in technology intensive solution building to real time problems. ¢ Atal Tinkering Labs which have expanded to 10,000 schools and engages more than 11 million students, making prototyping and problem-solving part of mainstream learning. | 380 | definition | 1.000 | Atal Incubation Centres have established venture support centres in over 100 institutes. | 8 | page=8,ocr=1 | 0.700 | valid |
| What is the objective of the Startup India Initiative? | building a robust startup ecosystem | Key Enablers: Startup India Initiative, launched in 2016, with the objective of building a robust startup ecosystem; and Invest India, National Investment Promotion and Facilitation Agency setup in 2009; and pro-innovation reforms that reduced friction to start, scale and formalise ventures. Catalytic capital pathways including the recent Startup India Fund of Funds 2. (Rs. 100 billion; approx. Euro 940 million) to mobilise long-term domestic capital and strengthen the VC ecosystem. Mission-mode technology investments such as the IndiaAI Mission to strengthen compute, datasets, skilling and responsible Al. A strengthened national research architecture through Anusandhan National Research Foundation (ANRF) to expand R&D culture and research-to-market translation across institutions. | 80 | definition | 1.000 | Key Enablers: Startup India Initiative, launched in 2016, with the objective of building a robust startup ecosystem; and Invest India, National Investment Promotion and Facilitation Agency setup in 2009; and pro-innovation reforms that reduced friction to start, scale and formalise ventures. | 9 | page=9,ocr=1 | 0.700 |
Read straight from the file — download or use the API URL for the full dataset.
| 0.700 |
| valid |
| valid |
| valid |