{"as_of":"2026-08-08T17:40:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:d85a57a5a3fdef1c56dbe35f11120f88755433ec6c16a1f7e7fc934de40721c9","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-31T23:47:59.243407Z","state":"measured"},{"denominator":43,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":43,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2607.23322/citation-record","integrity":"/paper/2607.23322/integrity","json":"/paper/2607.23322/citation-record.json","paper":"/paper/2607.23322"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:54.017784Z","title":"Dai, and Quoc V","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:54.017784Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:4ef0ffaf143f6371bb3e3fa06a40d9fef0abfd742133387db74f79fe3d01b00e","observation_id":"97454a76-b696-4d39-9bbb-cbd420dc7abf","resolution":{"observed_at":"2026-07-31T23:47:54.017784Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:54.145218Z","title":"Smith, Daniel Khashabi, and Hannaneh Hajishirzi","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:54.145218Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:62c7bf396470f677448efa694bd6a944cc32fbbb48afdc643a0f98cde44417f7","observation_id":"40f320b8-6ada-4180-b712-f9356241181e","resolution":{"observed_at":"2026-07-31T23:47:54.145218Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:54.340689Z","title":"Hashimoto","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:54.340689Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:0cfa147d2ceca6010f902996f95d2d3a50aa36ceb90500649429fdf3c7e712cb","observation_id":"12ad30e4-e22f-4ba8-83ab-3a05f68da7f0","resolution":{"observed_at":"2026-07-31T23:47:54.340689Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:54.506262Z","title":"Le, Barret Zoph, Jason Wei, and Adam Roberts","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:54.506262Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:80906422e441cc564507703c74381830cafb48f5798a978eafee01268b0e0ab6","observation_id":"297b6176-8c5d-40fd-ad3e-068959014440","resolution":{"observed_at":"2026-07-31T23:47:54.506262Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:54.678226Z","title":"Free dolly: Introducing the world’s first truly open instruction-tuned LLM","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:54.678226Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:6e124661a4d396a0889824e2bc07b712d68d2f9fb8d84da089450aae1b32c068","observation_id":"f0cbb911-0576-40d4-97db-b13fbb7f0900","resolution":{"observed_at":"2026-07-31T23:47:54.678226Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.15011","last_updated":"2023-10-10T07:46:44Z","snapshot_observed_at":"2026-07-06T15:32:25.931739Z","submitted_at":"2023-05-24T10:50:31Z","title":"Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.15011","snapshot_observed_at":"2026-07-31T23:47:54.905730Z","title":"Bactrian-x: Multilingual replicable instruction-following models with low-rank adaptation.arXiv preprint arXiv:2305.15011, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:54.905730Z"},"links":{"cited_paper":"/paper/2305.15011","citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:a3a6f02e13f4f05becab8681129f089c3dadeef51388619d27888f1b2f6ad379","observation_id":"b31228a1-0240-4f77-a755-7ef207e210c2","resolution":{"observed_at":"2026-07-31T23:47:54.905730Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:55.088905Z","title":"National education policy 2020","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:55.088905Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:16502fae99e4e8c07656c93894b8985001b85ef2d135968f56e26da28e70b007","observation_id":"653e5601-9f89-438d-b37f-b5ec0c91fe45","resolution":{"observed_at":"2026-07-31T23:47:55.088905Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:55.263059Z","title":"Indian Knowledge Systems in the Curriculum of Higher Education: A Proposed Model of a PG Course in IKS.International Journal of Research Publication and Reviews, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:55.263059Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:cf949ba468bab379cd83d9eaf4ad67a0e9bcab473d38ecdbfbf0dd12cbd29464","observation_id":"ef8a1843-897e-41ae-adf3-1024f2780b1a","resolution":{"observed_at":"2026-07-31T23:47:55.263059Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:55.425733Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:55.425733Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:f14a3eaffe86e728bfdbdeffa953f17050eeba468dff1209779eb8338e41fceb","observation_id":"609d2d03-f0ec-4c6c-a5bf-405db792fe7d","resolution":{"observed_at":"2026-07-31T23:47:55.425733Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:55.605739Z","title":"LLaV A-Docent-V2: Improving Data Quality and Pedagogical Data Generation to Train Large Multimodal Models for Art Appreciation Education.Lecture Notes in Computer Science, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:55.605739Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:df07fb1467d101a803b360a3b5f11654018e1af418da1fd007279cc4e2bf7956","observation_id":"31ca0062-508f-455c-945c-3bf7ec5d556e","resolution":{"observed_at":"2026-07-31T23:47:55.605739Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:55.865945Z","title":"Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:55.865945Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:16f9c160b99671a8f3a2c24f50c72f1ad224fce951955d01d3279ea7852c3891","observation_id":"cef55545-d3ef-4755-844c-250a8cbc508c","resolution":{"observed_at":"2026-07-31T23:47:55.865945Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:55.956873Z","title":"Efficient Dataset Construction for Llm Fine-Tuning: A Text-to-Table Generation.SSRN Electronic Journal, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:55.956873Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:64904891b4a82bbda2902674543db3d4184cbeb4957cd117d828079c75aeecba","observation_id":"34c8dc43-7e5e-429e-a3ac-f63ae13d266c","resolution":{"observed_at":"2026-07-31T23:47:55.956873Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:56.032609Z","title":"Crosslingual generalization through multitask finetuning","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:56.032609Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:94ee5e5735e8f73498d8b1d121687fa3e3545e7cb5e9fa5c3f52e1bb513443d1","observation_id":"73db65f7-e4ee-4e78-ae4b-5e4280faa48b","resolution":{"observed_at":"2026-07-31T23:47:56.032609Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:56.115260Z","title":"Zero-shot cross-lingual transfer in instruction tuning of large language models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:56.115260Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:8514c8ca8f78ef65b59517242af6cb91621eb3802a394a4b0a0d0fd5c96b3035","observation_id":"9eab5164-be52-4c99-9f64-d1e41ba617c0","resolution":{"observed_at":"2026-07-31T23:47:56.115260Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:56.193964Z","title":"mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:56.193964Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:08d40e463470103d8aeb2ddbd075b9bd9fe68a02172f8a3c7a7afb522f51e9f0","observation_id":"a52e9536-e339-4344-86b8-c500921dfa3b","resolution":{"observed_at":"2026-07-31T23:47:56.193964Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:56.258374Z","title":"Indic-TunedLens: Interpreting Multilingual Models in Indian Languages.Proceedings of the 13th Workshop on NLP for Similar Languages, Varieties and Dialects, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:56.258374Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:b7896a57dcea298779fd0e8b0ed6875e98efca2478f8a5e01c1d494ce73c5827","observation_id":"718825f7-5678-4af6-a310-535da4f39c9d","resolution":{"observed_at":"2026-07-31T23:47:56.258374Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:56.303215Z","title":"NE-BERT: A Multilingual Language Model for 9 Northeast Indian Languages.Pro- ceedings of the Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026), 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:56.303215Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:35868afb94368ba2e757c0f51cf93372cfb5d0183f35277d0b4265175328f892","observation_id":"31257c25-70a8-4edd-b934-d23816e7a38c","resolution":{"observed_at":"2026-07-31T23:47:56.303215Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:56.409818Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:56.409818Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:94796583615bbf0e119d7e03c36630d3915a7441c6ac04a682accdae1f475baa","observation_id":"aeff3d51-73a9-4ed7-8a97-e2f18a62eb37","resolution":{"observed_at":"2026-07-31T23:47:56.409818Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:56.521004Z","title":"IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:56.521004Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:53ef31431c8825eaea34722a5e6bd7f1cce6cc10d95a7b9641857082db2efc9f","observation_id":"48ad1875-4cab-4f1b-aab8-dc990d82adf8","resolution":{"observed_at":"2026-07-31T23:47:56.521004Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:56.614800Z","title":"Multilingual Tokenization Efficiency in Large Language Models: A Study on Indian Languages.SSRN Electronic Journal, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:56.614800Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:acda05f6448e7912eac391292a5cfa207aa7ca2e2e20ff580d493806d653fa68","observation_id":"1766ab5d-1a6d-465b-8317-65fb3a950151","resolution":{"observed_at":"2026-07-31T23:47:56.614800Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:56.727388Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:56.727388Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:a061d0bbc5117a7d309ff0089f8f6361fd09d9191189a1c8565d86ce1128b26b","observation_id":"237128c2-17e8-4241-a99b-ea8d456ec79d","resolution":{"observed_at":"2026-07-31T23:47:56.727388Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:56.865174Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:56.865174Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:ffdad6a5511eac697076861c490f86ea7628a3596895272e380d8e3155f6ff7d","observation_id":"e3535b58-f1e6-41a0-9585-3e5f9fb9e176","resolution":{"observed_at":"2026-07-31T23:47:56.865174Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:56.981499Z","title":"Sara Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, Ajay Tanwani, Heather Cole-Lewis, Stephen Pfohl, et al","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:56.981499Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:f4b3dbfb2a1c4a0804a8e6efc463ade3e887f7b373ffce24eb6d00875e1240cf","observation_id":"855fc6be-61a6-4bea-8adb-8f652ba31936","resolution":{"observed_at":"2026-07-31T23:47:56.981499Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.16092","last_updated":"2026-06-08T08:40:57Z","snapshot_observed_at":"2026-07-06T15:47:45.886474Z","submitted_at":"2023-06-28T10:48:34Z","title":"Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.16092","snapshot_observed_at":"2026-07-31T23:47:57.090817Z","title":"ChatLaw: Open-source legal large language model with integrated external knowledge bases.arXiv preprint arXiv:2306.16092, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:57.090817Z"},"links":{"cited_paper":"/paper/2306.16092","citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:06d2d9a3d42e72b2e214373e5e0fc9ea4c84707683296919d14bd544888e332c","observation_id":"61554b3b-d7b9-462c-9e36-c4ec88643693","resolution":{"observed_at":"2026-07-31T23:47:57.090817Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.17564","last_updated":"2023-12-21T06:21:11Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-03-30T17:30:36Z","title":"BloombergGPT: A Large Language Model for Finance","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.17564","snapshot_observed_at":"2026-07-31T23:47:57.169628Z","title":"BloombergGPT: A large language model for finance","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:57.169628Z"},"links":{"cited_paper":"/paper/2303.17564","citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:05d4a663c56f3f610268fa212e32a96fe7aaf15ec64f7cd59743f8854ce85a94","observation_id":"63ba8bb3-fa30-437d-9082-1614a6a4b679","resolution":{"observed_at":"2026-07-31T23:47:57.169628Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:57.252284Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:57.252284Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:a9b671efa9cfdb7b0a5502432c7040000ed321170c5f08a91de88f2efa5a2c4b","observation_id":"590952be-9d15-44c3-b0cd-35693ff4ba1e","resolution":{"observed_at":"2026-07-31T23:47:57.252284Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:57.423824Z","title":"TIFD: Tibetan Instruction-Following Dataset for Large Language Models Supervised Fine-Tuning.Data Intelligence, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:57.423824Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:ed5b1dfc9bbcfdf44ba8eea10e3c806bdc6009345a976cf753cdcf7e865da88b","observation_id":"8d69d285-b528-40db-abcb-fff650f2bc67","resolution":{"observed_at":"2026-07-31T23:47:57.423824Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:57.599089Z","title":"The BEA 2023 shared task on generating AI teacher responses in educational dialogues","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:57.599089Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:5768da3006c98cac003ccb51e52e8d365eb90bba2da4656d4148d61f98a932aa","observation_id":"737b22d9-ba5c-44fc-a1d2-69c1717fd0a2","resolution":{"observed_at":"2026-07-31T23:47:57.599089Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:57.682592Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:57.682592Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:6e3145b95762eb7ab194e42960178171ff31e9268f0890b1a96d7ef99424b631","observation_id":"b97bbd60-fc1d-49c2-a2fd-ca824e287cad","resolution":{"observed_at":"2026-07-31T23:47:57.682592Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:57.787228Z","title":"Leveraging Large Language Models for Adaptive Tutoring System via Pedagogical Knowledge-Augmented Prompting.SSRN Electronic Journal, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:57.787228Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:3dd17c504984c8ee868464a24d5b19582218429fac876b20a53ce32fcbb57f49","observation_id":"956011d0-b958-4ab9-afc3-0a610dae3878","resolution":{"observed_at":"2026-07-31T23:47:57.787228Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:57.924722Z","title":"Using LLMs to Identify Indicators of Persistence from Students’ Dialogues with a Pedagogi- cal Agent.Journal of Educational Data Mining, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:57.924722Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:983578e8368b0b5e7512825dea18714bf2864cf9ed54f6276f9ea5ab364b4edd","observation_id":"3f304bae-2894-451c-994b-9ccf2a38b670","resolution":{"observed_at":"2026-07-31T23:47:57.924722Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:58.043311Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:58.043311Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:061662c2e8acf44f45e0e7bc8c2aa6a9c9dd2cda955d8b423776de7c1587dc80","observation_id":"9fe6e9a7-cfbf-475d-9892-98d0c6246d76","resolution":{"observed_at":"2026-07-31T23:47:58.043311Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:58.112537Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:58.112537Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:6ac05ff5e1b9b044f2803827017f0676d036cf403c9473523a0939e327963ee9","observation_id":"32cc9b08-a1a7-4ee2-9c3d-c8a812e5b0fe","resolution":{"observed_at":"2026-07-31T23:47:58.112537Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:58.160727Z","title":"Fathima Shajeena","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:58.160727Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:d314e80b8972f684d2b6225cb81adb4dd2cf22a994c84bbd32cfb1a49a7bb08d","observation_id":"e20faf53-2f12-48d8-a0ec-b1722c419fac","resolution":{"observed_at":"2026-07-31T23:47:58.160727Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:58.235477Z","title":"Reconstructing Curriculum Through Indian Knowledge Systems: A Policy Review in Light of NEP 2020.Mindcraft: Reimagining Education Through Indian Knowledge Systems, 2026","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:58.235477Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:83ca062d2ff472c1ea42c879e5380fdfd19564489746b20320fe6f1d9d39e955","observation_id":"075d09bd-13f8-4149-ae37-c8d04951100d","resolution":{"observed_at":"2026-07-31T23:47:58.235477Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:58.360940Z","title":"Indian Knowledge Systems.Knowledge, Curriculum and Learning, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:58.360940Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:ac9130b37a2cb942c6901e362e1489c2e88bfc27ade1d221ceca43c5b5215a9c","observation_id":"d9c07c24-ffbc-44ed-b478-f84ed04b1651","resolution":{"observed_at":"2026-07-31T23:47:58.360940Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:58.531264Z","title":"Integrating Vedic Mathematics with Large Language Model: A Novel Approach to Computa- tional Efficiency and Educational Innovation.Lecture Notes in Networks and Systems, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:58.531264Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:389bb1609f6830c750769dc73b1be47c18a71edee57a8baf24df138dd4c63453","observation_id":"b9a738bd-b944-43d0-8fd3-13ee30081a02","resolution":{"observed_at":"2026-07-31T23:47:58.531264Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:58.668652Z","title":"Curriculum for class nine CBSE poetry teaching with the integration of REBT based on NEP 2020.Journal of Poetry Therapy, 2025","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:58.668652Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:0a0d0e61a5576a62dc52079a55abb7eb44e36068ce040635bcfdb89aca0fd0cf","observation_id":"3a709968-bb74-4571-902f-56f72556b3d7","resolution":{"observed_at":"2026-07-31T23:47:58.668652Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:58.832795Z","title":"Language Diversity: Perceptions of Students towards Multilingual Instruction in Higher Education Pedagogy under NEP 2020.Indian Journal of Language and Linguistics, 2024","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:58.832795Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:144d4090c3a55a0889e999df9cc27104a72120e7bd5d157984482296ac6632e0","observation_id":"d600494e-1609-4d9d-a44f-d84e84e8a1ba","resolution":{"observed_at":"2026-07-31T23:47:58.832795Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:58.898488Z","title":"Construction and Pedagogical Validation of an AI-Empowered Multidimensional Assessment System for English Speech Course.Journal of Educational Research and Policies, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:58.898488Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:c4cbd0fa996eb3901a649479b5569cb7d628e65943a3a7440a9b344ad4968453","observation_id":"a40ec1f3-d42f-47a5-be58-c2fb506f532e","resolution":{"observed_at":"2026-07-31T23:47:58.898488Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:59.040495Z","title":"Xing, Hao Zhang, Joseph E","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:59.040495Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:d93bf4897cb689150abc7a9f841aaba9e487ee044809648b2298785f8965253c","observation_id":"78ca2e9d-98c6-4d17-a778-020801986aa5","resolution":{"observed_at":"2026-07-31T23:47:59.040495Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:59.166956Z","title":"31 Retrieval-augmented generation for knowledge-intensive NLP tasks","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:59.166956Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:2e04cde30bbd2551e9edf834e95fda379e344916fbbc381e2e30789019b8d0dc","observation_id":"0e620ae3-9aa5-4308-90d7-0b40277b0b3f","resolution":{"observed_at":"2026-07-31T23:47:59.166956Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:47:59.243407Z","title":"Curriculum learning","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-07-31T23:47:59.243407Z"},"links":{"citing_paper":"/paper/2607.23322"},"observation_digest":"sha256:86cd00dd4e5b9304244c1e721502d6587a41b0c205679543dda09544abbbddff","observation_id":"a7856045-fb60-4386-8e78-806725b1bf9b","resolution":{"observed_at":"2026-07-31T23:47:59.243407Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.23322","last_updated":"2026-07-25T18:28:44Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-06T03:05:27.484746Z","submitted_at":"2026-07-25T18:28:44Z","title":"IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":43,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":43},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.23322."}