Datasets
Dataset
laya-indic-real-text
by arunp0
laya-indic real-text typed decisions The real-text part of laya-indic v2's training data. It contains 23,954 snippets of real Indian-language web text in 11 languages, with 66,640 typed questions (choice, noul, score) that were written and verified by open-…
CC-BY-4.0text-classification 0 010K < n < 100K rows
published 17 Oct 2026
Preview
First 5 rows of default / train, from the Hugging Face dataset viewer.
| text | language | questions | gold | sampled_gold | meta |
|---|---|---|---|---|---|
| .വാക്കേറ്റം രൂക്ഷമായതോടെ പ്രദേശവാസിയായ യുവാവ് കിടങ്ങൂര് സ്റ്റേഷനില് വിളിച്ച് അറിയിച്ചിരുന്നു. വാക്കേറ്റത്തിന് ശേഷം പോയ രവി പിന്നീട് സ്ക്രൂഡ്രൈവറുമായി തിരികെയെത്തി കുഞ്ഞുമോനെ കുത്തുകയായിരുന്നു. | Malayalam | {"topic":{"type":"choice","instructions":"What is this sentence mainly about?","criteria":{"geography":"places, rivers, mountains, regions, climate zones, natural features","religion/culture":"religion, festivals, traditions, rituals, heritage","crime/law":"crime, police, courts, legal cases","busi… | {"topic":"crime/law"} | {"topic":"crime/law"} | {"source":"ai4bharat/sangraha (verified)","topic":"crime/law","gen":"qwen/qwen3-235b-a22b-2507","ver":"qwen/qwen3-30b-a3b-instruct-2507","provider":"Parasail"} |
| प्रधानमंत्री जीः तो आप Patient को भी, आप भी देखते हैं। | Hindi | {"topic":{"type":"choice","instructions":"What is this sentence mainly about?","criteria":{"geography":"places, rivers, mountains, regions, climate zones, natural features","politics":"government, elections, parties, politicians, policy","business/economy":"companies, markets, prices, jobs, economy… | {"topic":"health","purpose_of_text":"inform","speaker_mentions_patient":true} | {"topic":"health","purpose_of_text":"inform","speaker_mentions_patient":true} | {"source":"ai4bharat/sangraha (verified)","topic":"health","gen":"qwen/qwen3-235b-a22b-2507","ver":"qwen/qwen3-30b-a3b-instruct-2507","provider":"Google"} |
| இந்தநிலையில், மகிந்த ராஜபக்சவை இலஞ்ச ஊழல் ஒழிப்பு ஆணைக்குழு விசாரணைக்கு அழைப்பு விடுத்துள்ளதற்கு எதிராக ஐக்கிய மக்கள் சுதந்திர முன்னணி உறுப்பினர்கள் குரல் எழுப்பினர். | Tamil | {"topic":{"type":"choice","instructions":"Classify the subject of this passage.","criteria":{"geography":"places, rivers, mountains, regions, climate zones, natural features","environment/weather":"weather, rain, floods, pollution, wildlife, climate","history":"historical events, rulers, ancient an… | {"topic":"politics"} | {"topic":"politics"} | {"source":"ai4bharat/sangraha (verified)","topic":"politics","gen":"qwen/qwen3-235b-a22b-2507","ver":"qwen/qwen3-30b-a3b-instruct-2507","provider":"DeepInfra"} |
| ਆਓ ਨਾ ਭੁੱਲੋ ਕਿ ਵਾਤਾਵਰਣ ਦੀ ਗਤੀਸ਼ੀਲਤਾ ਇੱਕ ਖਾਸ ਤਰੀਕੇ ਨਾਲ ਕੰਮ ਕਰਦੀ ਹੈ. ਗਰਮ ਹਵਾ ਘੱਟ ਸੰਘਣੀ ਹੈ, ਇਸ ਲਈ ਇਹ ਉਚਾਈ ਵਿੱਚ ਵੱਧਦਾ ਹੈ. | Punjabi | {"topic":{"type":"choice","instructions":"Which section of a news site or encyclopedia would this text belong to?","criteria":{"geography":"places, rivers, mountains, regions, climate zones, natural features","environment/weather":"weather, rain, floods, pollution, wildlife, climate","business/econ… | {"topic":"environment/weather","air_density_behavior":"warm air rises due to low density","claim_about_cool_air":false} | {"topic":"environment/weather","air_density_behavior":"warm air rises due to low density","claim_about_cool_air":false} | {"source":"ai4bharat/sangraha (verified)","topic":"environment/weather","gen":"qwen/qwen3-235b-a22b-2507","ver":"qwen/qwen3-30b-a3b-instruct-2507","provider":"Google"} |
| അതിനാല് വിദേശരാജ്യങ്ങളുടെ പിന്തുണ ഇന്ത്യയ്ക്കായിരിക്കുമെന്നാണ് ഖുറേഷി വ്യക്തമാക്കിയത്. മറ്റു രാജ്യങ്ങള്ക്കിടയില് ഒറ്റപ്പെട്ടു പോകുമെന്ന് ഭയത്തില് യുഎന്നിന് കത്തെഴുതിയെങ്കിലും സമിതിയില് ചൈന പിന്തുണച്ചേക്കുമെന്ന നേരിയ പ്രതീക്ഷ മാത്രമാണ് പാക്കിസ്ഥാനുള്ളത്. | Malayalam | {"topic":{"type":"choice","instructions":"Which section of a news site or encyclopedia would this text belong to?","criteria":{"travel":"tourism, journeys, destinations, transport for travellers","history":"historical events, rulers, ancient and colonial past","sports":"sports, athletes, matches, t… | {"topic":"politics","purpose_of_text":"to inform","pakistan_hopes_for_chinese_support":false} | {"topic":"politics","purpose_of_text":"to inform","pakistan_hopes_for_chinese_support":false} | {"source":"ai4bharat/sangraha (verified)","topic":"politics","gen":"qwen/qwen3-235b-a22b-2507","ver":"qwen/qwen3-30b-a3b-instruct-2507","provider":"Venice"} |
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CC-BY-4.0textCite
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task_categories:text-classificationtask_categories:zero-shot-classificationsource_datasets:ai4bharat/sangrahalanguage:hilanguage:bnlanguage:talanguage:telanguage:mrlanguage:gulanguage:knlanguage:mllanguage:palanguage:urlanguage:orlicense:cc-by-4.0size_categories:10K<n<100Kformat:jsonmodality:textlibrary:datasetslibrary:pandaslibrary:polarslibrary:mlcroissantregion:usindicqwen3sangrahadecision-modeltopic-classification