7 extractive question-and-answer pairs built from Application of digital technologies in improving productivity and quality of pomegranate, published by epubs.icar.org.in. Source-evidenced topics include digital technologies, pomegranate, precision farming, sensors, drones, satellites, artificial intelligence, blockchain technology. 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: 5 relationship, 1 factual, 1 list. 6 of the 7 pairs (85.7%) ask explanatory questions; the remaining 1 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.
This dataset contains seven extractive question-and-answer pairs focused on the application of digital technologies in pomegranate farming, sourced from Indian Horticulture. Topics include precision farming, sensors, drones, artificial intelligence, and blockchain technology. The dataset highlights how these technologies can improve productivity, quality, and traceability in pomegranate cultivation. Questions range from factual inquiries to explanatory relationships, with answers derived directly from the source material.
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import desidata
df = desidata.load("epubs-icar-org-in-fd7169372b2456562777cbbe30b2967b")
df.head()First 7 of 7 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| How can advanced systems using Internet of Things assist pomegranate farming? | connecting and monitoring the orchards | Pomegranate (Punica granatum L.), is an ancient fruit crop with multiple health benefits. Its wide adaptability to different soil and climatic conditions has contributed to improvement in livelihood of small as well as marginal land holders. Although India is the global leader in pomegranate production; yet, it produces only 4% of its total produce. there is a lot of scope to increase the share of export, if productivity and quality of pomegranate can be enhanced. This can be achieved through application of sensors, drones and satellites in precision farming taking care of each and every individual plant. The advanced systems using Internet of Things can assist in connecting and monitoring the orchards. Deployment of artificial intelligence empowers data driven decision making, while that of blockchain technology ensures transparency and traceability. | 673 | relationship | 0.970 | https://epubs.icar.org.in/index.php/IndHort/article/view/163657 | The advanced systems using Internet of Things can assist in connecting and monitoring the orchards. | p[0] | 0.700 | valid | |
| What factors have contributed to the improvement in livelihood of small and marginal landholders through pomegranate cultivation? | Its wide adaptability to different soil and climatic conditions | Pomegranate (Punica granatum L.), is an ancient fruit crop with multiple health benefits. Its wide adaptability to different soil and climatic conditions has contributed to improvement in livelihood of small as well as marginal land holders. Although India is the global leader in pomegranate production; yet, it produces only 4% of its total produce. there is a lot of scope to increase the share of export, if productivity and quality of pomegranate can be enhanced. This can be achieved through application of sensors, drones and satellites in precision farming taking care of each and every individual plant. The advanced systems using Internet of Things can assist in connecting and monitoring the orchards. Deployment of artificial intelligence empowers data driven decision making, while that of blockchain technology ensures transparency and traceability. | 90 | relationship | 0.970 | https://epubs.icar.org.in/index.php/IndHort/article/view/163657 | Pomegranate (Punica granatum L.), is an ancient fruit crop with multiple health benefits. Its wide adaptability to different soil and climatic conditions has contributed to improvement in livelihood of small as well as marginal land holders. | ||||
| What is the benefit of applying robotics in pomegranate cultivation? | streamline the automation of pomegranate cultivation for gaining efficiency and quality | Application of robotics can streamline the automation of pomegranate cultivation for gaining efficiency and quality. At the end, all these technologies are available via mobile apps bringing information at the fingertips of pomegranate growers as well as consumers. | 28 | relationship | 0.970 | https://epubs.icar.org.in/index.php/IndHort/article/view/163657 | Application of robotics can streamline the automation of pomegranate cultivation for gaining efficiency and quality. | p[0] | 0.700 | valid | |
| What role does artificial intelligence play in pomegranate cultivation? | empowers data driven decision making | Pomegranate (Punica granatum L.), is an ancient fruit crop with multiple health benefits. Its wide adaptability to different soil and climatic conditions has contributed to improvement in livelihood of small as well as marginal land holders. Although India is the global leader in pomegranate production; yet, it produces only 4% of its total produce. there is a lot of scope to increase the share of export, if productivity and quality of pomegranate can be enhanced. This can be achieved through application of sensors, drones and satellites in precision farming taking care of each and every individual plant. The advanced systems using Internet of Things can assist in connecting and monitoring the orchards. Deployment of artificial intelligence empowers data driven decision making, while that of blockchain technology ensures transparency and traceability. | 751 | relationship | 0.970 | https://epubs.icar.org.in/index.php/IndHort/article/view/163657 | Deployment of artificial intelligence empowers data driven decision making, while that of blockchain technology ensures transparency and traceability. | p[0] | |||
| How does blockchain technology benefit pomegranate farming? | ensures transparency and traceability | Pomegranate (Punica granatum L.), is an ancient fruit crop with multiple health benefits. Its wide adaptability to different soil and climatic conditions has contributed to improvement in livelihood of small as well as marginal land holders. Although India is the global leader in pomegranate production; yet, it produces only 4% of its total produce. there is a lot of scope to increase the share of export, if productivity and quality of pomegranate can be enhanced. This can be achieved through application of sensors, drones and satellites in precision farming taking care of each and every individual plant. The advanced systems using Internet of Things can assist in connecting and monitoring the orchards. Deployment of artificial intelligence empowers data driven decision making, while that of blockchain technology ensures transparency and traceability. | 825 | relationship | 0.850 | https://epubs.icar.org.in/index.php/IndHort/article/view/163657 | Deployment of artificial intelligence empowers data driven decision making, while that of blockchain technology ensures transparency and traceability. | p[0] | |||
| What technologies can be applied to enhance productivity and quality of pomegranate? | sensors, drones and satellites in precision farming | Pomegranate (Punica granatum L.), is an ancient fruit crop with multiple health benefits. Its wide adaptability to different soil and climatic conditions has contributed to improvement in livelihood of small as well as marginal land holders. Although India is the global leader in pomegranate production; yet, it produces only 4% of its total produce. there is a lot of scope to increase the share of export, if productivity and quality of pomegranate can be enhanced. This can be achieved through application of sensors, drones and satellites in precision farming taking care of each and every individual plant. The advanced systems using Internet of Things can assist in connecting and monitoring the orchards. Deployment of artificial intelligence empowers data driven decision making, while that of blockchain technology ensures transparency and traceability. | 513 | list | 0.820 | https://epubs.icar.org.in/index.php/IndHort/article/view/163657 | This can be achieved through application of sensors, drones and satellites in precision farming taking care of each and every individual plant. | ||||
| What is the scientific name of pomegranate? | Punica granatum L. | Pomegranate (Punica granatum L.), is an ancient fruit crop with multiple health benefits. Its wide adaptability to different soil and climatic conditions has contributed to improvement in livelihood of small as well as marginal land holders. Although India is the global leader in pomegranate production; yet, it produces only 4% of its total produce. there is a lot of scope to increase the share of export, if productivity and quality of pomegranate can be enhanced. This can be achieved through application of sensors, drones and satellites in precision farming taking care of each and every individual plant. The advanced systems using Internet of Things can assist in connecting and monitoring the orchards. Deployment of artificial intelligence empowers data driven decision making, while that of blockchain technology ensures transparency and traceability. | 13 | factual | 0.450 | https://epubs.icar.org.in/index.php/IndHort/article/view/163657 | Pomegranate (Punica granatum L.), is an ancient fruit crop with multiple health benefits. | p[0] | 0.700 | valid |
Read straight from the file — download or use the API URL for the full dataset.
| p[0] |
| 0.700 |
| valid |
| 0.700 |
| valid |
| 0.700 |
| valid |
| p[0] |
| 0.700 |
| valid |