3 extractive question-and-answer pairs built from AI apps for dissemination of horticultural information | Indian Horticulture, published by epubs.icar.org.in. Source-evidenced topics include ai apps, horticultural information, farmers, google, whatsapp, facebook groups, pests, diseases. 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: 1 factual, 1 list, 1 summary. 2 of the 3 pairs (66.7%) ask explanatory questions; the remaining 1 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.
This dataset contains three question-and-answer pairs focused on the dissemination of horticultural information in India, sourced from epubs.icar.org.in. It highlights the role of AI technologies and social media platforms in providing agricultural insights, including pest and disease diagnosis and nutrient deficiency remedies. The dataset also notes the copyright ownership of the work by the Indian Council of Agricultural Research. Each answer is extracted verbatim from the source material, ensuring traceability to the original document.
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df = desidata.load("epubs-icar-org-in-9c9df6829905f2cd9c8d1a51bfca7bb0")
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 roles do AI and related technologies play in agricultural information dissemination? | diagnosis of pests, diseases and nutrient deficiencies besides suggestion of remedial measures; synthesis of information and delivery of customized information to the user | Proper dissemination of information to the stakeholders is as important as information generation. While traditional channels of dissemination are still effective, farmers often use google and such other search engines for their information needs. In recent times, even WhatsApp/Facebook groups have become the source of information where-in, experienced farmers and experts are the members. currently, there is a new trend of AI and related technologies showing promise in dissemination of agricultural information. Mainly they are deployed in diagnosis of pests, diseases and nutrient deficiencies besides suggestion of remedial measures; synthesis of information and delivery of customized information to the user. A brief information on the apps related tothese areas is provided in this article. | 545 | summary | 0.970 | https://epubs.icar.org.in/index.php/IndHort/article/view/163684 | Mainly they are deployed in diagnosis of pests, diseases and nutrient deficiencies besides suggestion of remedial measures; synthesis of information and delivery of customized information to the user. | p[0] | 0.700 | valid | |
| What social media platforms are mentioned as sources of agricultural information? | WhatsApp/Facebook groups | Proper dissemination of information to the stakeholders is as important as information generation. While traditional channels of dissemination are still effective, farmers often use google and such other search engines for their information needs. In recent times, even WhatsApp/Facebook groups have become the source of information where-in, experienced farmers and experts are the members. currently, there is a new trend of AI and related technologies showing promise in dissemination of agricultural information. Mainly they are deployed in diagnosis of pests, diseases and nutrient deficiencies besides suggestion of remedial measures; synthesis of information and delivery of customized information to the user. A brief information on the apps related tothese areas is provided in this article. | 270 | list | 0.740 | https://epubs.icar.org.in/index.php/IndHort/article/view/163684 | In recent times, even WhatsApp/Facebook groups have become the source of information where-in, experienced farmers and experts are the members. | p[0] | 0.700 | ||
| Which organization holds the complete copyright for the work mentioned? | Indian Council of Agricultural Research | This work is licensed under aCreative Commons Attribution-NonCommercial-ShareAlike 4. International License. Complete copyright vests with the Indian Council of Agricultural Research, who will have the right to enter into an agreement with any organization in India or abroad engaged in reprography, photocopying, storage and dissemination of information contained in it, and neither author nor his/her legal heirs will have any claims on royalty. Director:Dr Anuradha AgrawalI/c & Editor:Dr Anjani K Jha This work is licensed underAttribution-NonCommercial-NoDerivatives 4. International (CC BY-NC-ND 4.0). Dr Anuradha AgrawalI/c & Editor:Dr Anjani K Jha A spectacular flower of Western ghats Harnessing twin benefits of potato and tomato through grafting Arka Coorg Ravi and Arka Supreme as promising varieties A potential medicinal plant with commercial and trade value | 143 | factual | 0.570 | https://epubs.icar.org.in/index.php/IndHort/article/view/163684 | Complete copyright vests with the Indian Council of Agricultural Research, who will have the right to enter into an agreement with any organization in India or abroad engaged in reprography, photocopying, storage and dissemination of information contained in it, and neither author nor his/her legal heirs will have any claims on royalty. |
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| valid |
| p[2] |
| 0.700 |
| valid |