91 extractive question-and-answer pairs built from IIF Guidelines (1).pdf, published by shipmin.gov.in. The source is a 13-page publication. Source-evidenced topics include interest incentivization fund (iif), maritime development fund (mdf), shipbuilding sector, shipyards, maritime investment fund, shipbuilding financial assistance scheme, national shipbuilding mission, shipbuilding development scheme. 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. Question types in the export: 62 factual, 15 list, 8 summary, 3 definition, 3 relationship. 29 of the 91 pairs (31.9%) ask explanatory questions; the remaining 62 are factual or table-based questions. 98.90% of rows pass the corpus quality gate.
This dataset contains 91 extractive question-and-answer pairs derived from the IIF Guidelines published by shipmin.gov.in. It focuses on India's shipbuilding and maritime development policies, including schemes like the Interest Incentivization Fund (IIF), Maritime Development Fund (MDF), and Shipbuilding Financial Assistance Scheme. Each answer is a verbatim excerpt from the source document, ensuring traceability to the original text. The dataset categorizes questions into factual, list, summary, definition, and relationship types, with explanatory questions making up 31.9% of the total. The source document spans 13 pages, and the dataset provides detailed metadata for validation purposes.
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# One-time install: pip install desidata
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import desidata
df = desidata.load("shipmin-gov-in-938d0d5d00171991de1380808be44a09")
df.head()First 10 of 91 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What is the purpose of the Financial Assistance component under the Shipbuilding Financial Assistance Scheme? | to bridge cost disadvantages and promote competitiveness | This measure forms part of a broader four-pillar strategy to strengthen India’s maritime capabilities and enable shipyards and maritime companies to access capital at more competitive rates. Pillar 1: Shipbuilding Financial Assistance Scheme (%24,736 crore) - The scheme aims to bring together India’s indigenous shipbuilding capabilities and maritime innovation. With an outlay of 724,736 crores, it aims to catalyze domestic shipbuilding capabilities and maritime innovation. It integrates targeted incentives, strategic missions, and lifecycle support to strengthen India’s shipbuilding ecosystem. i. Component 1: Financial Assistance: Provides financial support to Indian shipyards to bridge cost disadvantages and promote competitiveness. Total outlay of 720,554 crore approved, valid until March 2036. ii. | 686 | definition | 1.000 | https://shipmin.gov.in/sites/default/files/IIF%20Guidelines.pdf | Component 1: Financial Assistance: Provides financial support to Indian shipyards to bridge cost disadvantages and promote competitiveness. | 1 | page=1,ocr=0 | 0.700 | valid |
| What is the purpose of the National Shipbuilding Mission? | To Drive and oversee national shipbuilding initiatives across sectors | Component 2: Ship-breaking Credit Note: To provide credit note worth 40% of the vessel’s scrap value, applicable when scrapped at an Indian shipyard. Total outlay of 4,001 crore for the scheme. iii. Component 3: National Shipbuilding Mission: To Drive and oversee national shipbuilding initiatives across sectors. Pillar 2: Maritime Development Fund (%25,000 crore) - The Maritime Development Fund aims to strengthen the backbone of India’s EXIM trade, which relies heavily on f | 243 | definition | 1.000 | https://shipmin.gov.in/sites/default/files/IIF%20Guidelines.pdf | Component 3: National Shipbuilding Mission: To Drive and oversee national shipbuilding initiatives across sectors. | 1 | page=1,ocr=0 | 0.700 | valid |
| What is the purpose of the Shipbuilding Financial Assistance Scheme? | to bring together India’s indigenous shipbuilding capabilities and maritime innovation | This measure forms part of a broader four-pillar strategy to strengthen India’s maritime capabilities and enable shipyards and maritime companies to access capital at more competitive rates. Pillar 1: Shipbuilding Financial Assistance Scheme (%24,736 crore) - The scheme aims to bring together India’s indigenous shipbuilding capabilities and maritime innovation. With an outlay of 724,736 crores, it aims to catalyze domestic shipbuilding capabilities and maritime innovation. It integrates targeted incentives, strategic missions, and lifecycle support to strengthen India’s shipbuilding ecosystem. i. Component 1: Financial Assistance: Provides financial support to Indian shipyards to bridge cost disadvantages and promote competitiveness. Total outlay of 720,554 crore approved, valid until March 2036. ii. | 276 | definition | 1.000 | https://shipmin.gov.in/sites/default/files/IIF%20Guidelines.pdf | Pillar 1: Shipbuilding Financial Assistance Scheme (%24,736 crore) - The scheme aims to bring together India’s indigenous shipbuilding capabilities and maritime innovation. | 1 | |||
| What does the government aim to achieve by lowering the effective cost of debt for shipbuilders? | make shipbuilding projects more financially viable | Guidelines for the Interest Incentivization Fund (IIF) under the Maritime Development Fund (MDF) 1 Background In September 2025, the government announced a series of measures aimed at accelerating growth in India’s shipbuilding sector. These initiatives focus on expanding domestic capacity, improving access to long-term financing, and cultivating a globally competitive maritime ecosystem. Together, they are intended to drive large-scale employment, attract sustained investment, and enhance India’s strategic and economic resilience through modern infrastructure and targeted policy reforms. A key component of the package is an interest-rate incentive designed to reduce the cost of borrowing for shipbuilders. By lowering the effective cost of debt, the government aims to make shipbuilding projects more financially viable. | 779 | relationship | 0.970 | https://shipmin.gov.in/sites/default/files/IIF%20Guidelines.pdf | By lowering the effective cost of debt, the government aims to make shipbuilding projects more financially viable. | 1 | page=1,ocr=0 | ||
| What efforts are being made to boost domestic shipbuilding as part of legal, policy, and process reforms? | coordinated efforts are underway to boost domestic shipbuilding through demand aggregation | Pillar 4: Legal, policy and process reforms - As part of legal, policy, and process reforms, large ships have been accorded infrastructure status to enable easier access to affordable financing, while coordinated efforts are underway to boost domestic shipbuilding through demand aggregation. A series of legislative updates have also been introduced to modernize maritime laws and strengthen regulatory frameworks. 2 Introduction to IIF scheme The Interest Incentivization Fund (IIF), established under the Maritime Development Fund (MDF), is designed to support shipyards located in India by reducing their effective cost of borrowing. By lowering the cost of debt, the scheme aims to enhance the financial viability of shipbuilding and related maritime projects. | 201 | relationship | 0.970 | https://shipmin.gov.in/sites/default/files/IIF%20Guidelines.pdf | Pillar 4: Legal, policy and process reforms - As part of legal, policy, and process reforms, large ships have been accorded infrastructure status to enable easier access to affordable financing, while coordinated efforts are underway to boost domestic shipbuilding through demand aggregation. | ||||
| What must happen before the Interest Incentive is transferred to the Borrower's loan account? | relevant assessment by the Implementing Agency, subject to availability of funds | i. Interest rates payable by Borrowers to the Lenders on loans eligible under the scheme shall be at the interest rate authorized by the Lenders. ii. Interest Incentive payment shall be released by the Implementing Agency to the Borrowers in the loan account post realization of EMI payment to Lenders on quarterly basis. even if EMIs are realized monthly, the Interest Incentive shall be credited to the loan account of the borrower on a quarterly basis. iii. Interest payment shall be paid to the lender, entirely by the borrower first, and then the incentive shall be transferred to loan account post relevant assessment by the Implementing Agency, subject to availability of funds. iv. The lender would submit the details of loan disbursement and actual interest paid along with the audited interest certificate and other relevant documents to the Implementing Agency. v. | 604 | relationship | 0.970 | https://shipmin.gov.in/sites/default/files/IIF%20Guidelines.pdf | Interest payment shall be paid to the lender, entirely by the borrower first, and then the incentive shall be transferred to loan account post relevant assessment by the Implementing Agency, subject to availability of funds. | ||||
| What are the measures announced in September 2025 intended to enhance in India? | India’s strategic and economic resilience through modern infrastructure and targeted policy reforms | Guidelines for the Interest Incentivization Fund (IIF) under the Maritime Development Fund (MDF) 1 Background In September 2025, the government announced a series of measures aimed at accelerating growth in India’s shipbuilding sector. These initiatives focus on expanding domestic capacity, improving access to long-term financing, and cultivating a globally competitive maritime ecosystem. Together, they are intended to drive large-scale employment, attract sustained investment, and enhance India’s strategic and economic resilience through modern infrastructure and targeted policy reforms. A key component of the package is an interest-rate incentive designed to reduce the cost of borrowing for shipbuilders. By lowering the effective cost of debt, the government aims to make shipbuilding projects more financially viable. | 495 | summary | 0.970 | https://shipmin.gov.in/sites/default/files/IIF%20Guidelines.pdf | Together, they are intended to drive large-scale employment, attract sustained investment, and enhance India’s strategic and economic resilience through modern infrastructure and targeted policy reforms. | ||||
| What is one of the key components of the measures announced to accelerate growth in India’s shipbuilding sector? | an interest-rate incentive designed to reduce the cost of borrowing for shipbuilders | Guidelines for the Interest Incentivization Fund (IIF) under the Maritime Development Fund (MDF) 1 Background In September 2025, the government announced a series of measures aimed at accelerating growth in India’s shipbuilding sector. These initiatives focus on expanding domestic capacity, improving access to long-term financing, and cultivating a globally competitive maritime ecosystem. Together, they are intended to drive large-scale employment, attract sustained investment, and enhance India’s strategic and economic resilience through modern infrastructure and targeted policy reforms. A key component of the package is an interest-rate incentive designed to reduce the cost of borrowing for shipbuilders. By lowering the effective cost of debt, the government aims to make shipbuilding projects more financially viable. | 630 | summary | 0.970 | https://shipmin.gov.in/sites/default/files/IIF%20Guidelines.pdf | A key component of the package is an interest-rate incentive designed to reduce the cost of borrowing for shipbuilders. | 1 | |||
| What is the broader strategy that includes the Interest Incentivization Fund as a key component? | the government's broader four-pillar strategy to strengthen India’s maritime and shipbuilding capabilities | This initiative forms a key component of the government's broader four-pillar strategy to strengthen India’s maritime and shipbuilding capabilities. Through this interest-based incentive, Indian shipyards and maritime companies gain access to capital at more competitive effective rates. | 41 | summary | 0.970 | https://shipmin.gov.in/sites/default/files/IIF%20Guidelines.pdf | This initiative forms a key component of the government's broader four-pillar strategy to strengthen India’s maritime and shipbuilding capabilities. | 2 | page=2,ocr=0 | 0.700 | valid |
| What is the goal of the Interest Incentivization Fund (IIF) in terms of financial viability? | to enhance the financial viability of shipbuilding and related maritime projects | Pillar 4: Legal, policy and process reforms - As part of legal, policy, and process reforms, large ships have been accorded infrastructure status to enable easier access to affordable financing, while coordinated efforts are underway to boost domestic shipbuilding through demand aggregation. A series of legislative updates have also been introduced to modernize maritime laws and strengthen regulatory frameworks. 2 Introduction to IIF scheme The Interest Incentivization Fund (IIF), established under the Maritime Development Fund (MDF), is designed to support shipyards located in India by reducing their effective cost of borrowing. By lowering the cost of debt, the scheme aims to enhance the financial viability of shipbuilding and related maritime projects. | 684 | summary | 0.970 | https://shipmin.gov.in/sites/default/files/IIF%20Guidelines.pdf | By lowering the cost of debt, the scheme aims to enhance the financial viability of shipbuilding and related maritime projects. | 2 | page=2,ocr=0 | 0.700 |
Read straight from the file — download or use the API URL for the full dataset.
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