3 extractive question-and-answer pairs built from Agronomic biofortification of fodder crops: A smart way to boost livestock nutrition, published by epubs.icar.org.in. Source-evidenced topics include agronomic biofortification, fodder crops, livestock nutrition, micronutrients, zinc, iron, copper, milk production. 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: 2 list, 1 definition. 3 of the 3 pairs (100.0%) ask explanatory questions; the remaining 0 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.
This dataset contains three extractive question-and-answer pairs focused on agronomic biofortification of fodder crops to address livestock nutrition challenges in India. The questions explore the concept of biofortification, its benefits for livestock and rural communities, and the key micronutrient deficiencies in traditional livestock diets. The answers are sourced from a publication by epubs.icar.org.in and provide verbatim excerpts from the original text. The dataset highlights the role of biofortification in improving feed quality, animal health, and rural income while addressing soil health concerns.
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import desidata
df = desidata.load("epubs-icar-org-in-c1c4000eb5cc374aca89b7862aeffb23")
df.head()First 3 of 3 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What solution does biofortification provide for livestock nutrition? | enhancement of nutrient content in fodder crops through agronomic practices | Fodder crops are the backbone of livestock nutrition, especially in a country like India where more than 90% of livestock diets rely on poor-quality crop residues and unbalanced roughages causing low nutrient content particularly in micronutrients such as zinc, iron, and copper. This nutritional gap directly affects milk production, animal health, and reproductive efficiency. Biofortification, the enhancement of nutrient content in fodder crops through agronomic practices, offers a costeffective, scalable, and environmental friendly solution. It enriches feed quality, improves livestock performance, and enhances rural income while preserving soil health. | 401 | definition | 1.000 | https://epubs.icar.org.in/index.php/IndFarm/article/view/170466 | Biofortification, the enhancement of nutrient content in fodder crops through agronomic practices, offers a costeffective, scalable, and environmental friendly solution. | p[0] | 0.700 | valid | |
| What are the benefits of biofortification for livestock and rural communities? | enriches feed quality, improves livestock performance, and enhances rural income while preserving soil health | Fodder crops are the backbone of livestock nutrition, especially in a country like India where more than 90% of livestock diets rely on poor-quality crop residues and unbalanced roughages causing low nutrient content particularly in micronutrients such as zinc, iron, and copper. This nutritional gap directly affects milk production, animal health, and reproductive efficiency. Biofortification, the enhancement of nutrient content in fodder crops through agronomic practices, offers a costeffective, scalable, and environmental friendly solution. It enriches feed quality, improves livestock performance, and enhances rural income while preserving soil health. | 552 | list | 0.820 | https://epubs.icar.org.in/index.php/IndFarm/article/view/170466 | It enriches feed quality, improves livestock performance, and enhances rural income while preserving soil health. | p[0] | 0.700 | valid | |
| What are the main micronutrients lacking in poor-quality crop residues and unbalanced roughages? | zinc, iron, and copper | Fodder crops are the backbone of livestock nutrition, especially in a country like India where more than 90% of livestock diets rely on poor-quality crop residues and unbalanced roughages causing low nutrient content particularly in micronutrients such as zinc, iron, and copper. This nutritional gap directly affects milk production, animal health, and reproductive efficiency. Biofortification, the enhancement of nutrient content in fodder crops through agronomic practices, offers a costeffective, scalable, and environmental friendly solution. It enriches feed quality, improves livestock performance, and enhances rural income while preserving soil health. | 256 | list | 0.740 | https://epubs.icar.org.in/index.php/IndFarm/article/view/170466 | Fodder crops are the backbone of livestock nutrition, especially in a country like India where more than 90% of livestock diets rely on poor-quality crop residues and unbalanced roughages causing low nutrient content particularly in micronutrients such as zinc, iron, and copper. | p[0] | 0.700 |
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| valid |