{"as_of":"2026-08-08T04:29:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:9e134e411e21018fa5175e25e53de099c076715effa2e5f353060c0df7dd20fe","coverage":[{"denominator":51,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":51,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T21:56:07.914119Z","state":"measured"},{"denominator":51,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":51,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+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/2506.23026/citation-record","integrity":"/paper/2506.23026/integrity","json":"/paper/2506.23026/citation-record.json","paper":"/paper/2506.23026"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:15.860768Z","title":null,"venue":null,"work_id":"c5e4641e-d787-4038-9b33-d19ab406cb51","year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:04.121176Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:75fe2efd79f3c89ff98a6849951f35adff2f3af2d122ecba7406d88975b0f43b","observation_id":"ce05da7a-c68c-43a1-bc90-591e0580acfb","resolution":{"observed_at":"2026-08-06T21:56:15.924062Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:15.661360Z","title":"National Assessment of Educational Progress (NAEP)","venue":null,"work_id":"8c99b19d-b2b8-42ec-8790-31c68727dc6d","year":2022},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:04.259469Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:fe668706ebab6c77373348e34594a985859abbc85205fb97be7f2442a1d354e2","observation_id":"23a30da3-a259-4998-b0cc-7e4234259c0f","resolution":{"observed_at":"2026-08-06T21:56:15.730189Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:15.553534Z","title":null,"venue":null,"work_id":"ff0c0318-1f33-454a-910e-db3f614753e7","year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:04.384938Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:a10c0b035a75612dd9fb6061d8a394c1a25aa2609b4f3240c1dac32b7e1524b4","observation_id":"87421657-03bd-4bd9-a4e3-42a51c1ec996","resolution":{"observed_at":"2026-08-06T21:56:15.605610Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:15.413368Z","title":"Fernández-Luna, J.F","venue":null,"work_id":"e840c585-20f9-4193-a111-cfb6515892eb","year":2009},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:04.554336Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:611e36b0a3f3ada9ef376acaccc34166be865f794be7d7c373f4582b546e171c","observation_id":"ddda3a1f-7b9e-4f61-a12b-67d92ff5eb6f","resolution":{"observed_at":"2026-08-06T21:56:15.486668Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:15.307094Z","title":"Ott and D","venue":null,"work_id":"60e7c53e-449a-4f9e-9681-95977f070527","year":2010},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:04.647623Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:a532103d3b0a50b0becb163a851a72280a49f766e0485a0c46105293f6618900","observation_id":"d65dc752-c428-4a12-963f-4bf610b60385","resolution":{"observed_at":"2026-08-06T21:56:15.354248Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:15.206737Z","title":"Henkel, Z","venue":null,"work_id":"62a73bcd-5c40-44d6-af4c-aa1d010dd767","year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:04.853118Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:2b83378de6b303fa11d132f745dbf5bdaee3bb24d04c344e93cd864892f176d4","observation_id":"26c47134-87f6-4ffa-831f-6fb8d05b9e66","resolution":{"observed_at":"2026-08-06T21:56:15.256823Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:15.094670Z","title":"Brown, B","venue":null,"work_id":"e93ea003-f328-4dba-93af-a35c0390cb2d","year":1901},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:04.998986Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:684e91fc46eb3ef6f92d8e4d512c73b235f54472c4b4201f57a0204fe17d2859","observation_id":"1c95f840-a794-4f9d-bebf-92554d5f8814","resolution":{"observed_at":"2026-08-06T21:56:15.144717Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:14.908755Z","title":"Chowdhery, S","venue":null,"work_id":"6df021d9-4acb-4613-8205-f2e1f19e1eb4","year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:05.148923Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:af311905b26ba83a6b5a7968ac230e97b4c828514dd6e41e2012674db9859e45","observation_id":"a07723f1-6813-4969-8214-4724853518fb","resolution":{"observed_at":"2026-08-06T21:56:14.993583Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.13971","last_updated":"2023-02-27T17:11:15Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-02-27T17:11:15Z","title":"LLaMA: Open and Efficient Foundation Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.13971","snapshot_observed_at":"2026-08-06T21:56:05.293784Z","title":"Touvron, T","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:05.293784Z"},"links":{"cited_paper":"/paper/2302.13971","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:4b59f28389eb3e1fcd85f5c07ec50484cb9412b015dadde6fa400cc3e3244ab2","observation_id":"03803eeb-986f-4f01-b7f2-a06f699d9e58","resolution":{"observed_at":"2026-08-06T21:56:05.293784Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.16720","last_updated":"2026-04-30T02:46:40Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-12-21T18:04:31Z","title":"OpenAI o1 System Card","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.16720","snapshot_observed_at":"2026-08-06T21:56:05.375320Z","title":"Jaech, A","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:05.375320Z"},"links":{"cited_paper":"/paper/2412.16720","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:2a5ede9ef4238af0ca0b40c3ebf2767a1d59d684cb1fe65ecbbbfc13029bb315","observation_id":"58725867-e849-4cb9-926d-20671f47d931","resolution":{"observed_at":"2026-08-06T21:56:05.375320Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.12948","last_updated":"2026-01-04T03:57:36Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-01-22T15:19:35Z","title":"DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.12948","snapshot_observed_at":"2026-08-06T21:56:05.438625Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:05.438625Z"},"links":{"cited_paper":"/paper/2501.12948","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:09c3435bddc5dc8d150db78c33a4c08bfc7fb78460c9363d4f5e5e22cfad716d","observation_id":"39b9d704-2714-4f2f-931b-d730cb985e8a","resolution":{"observed_at":"2026-08-06T21:56:05.438625Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-06T21:56:05.533384Z","title":"Achiam, S","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:05.533384Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:48a609dc38feef92d97cf91cdf3318ba78902e2c59ab83e7c64e1e8c52b9a495","observation_id":"3b0b5e52-7a71-4cd2-bcf8-9d50e78c5717","resolution":{"observed_at":"2026-08-06T21:56:05.533384Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03300","last_updated":"2024-04-27T15:25:53Z","snapshot_observed_at":"2026-08-06T14:58:42.911363Z","submitted_at":"2024-02-05T18:55:32Z","title":"DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03300","snapshot_observed_at":"2026-08-06T21:56:05.620142Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:05.620142Z"},"links":{"cited_paper":"/paper/2402.03300","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:d6af4285aaf19ccf5da21f9c3705b61ed65c4e7a314a5e8319945ca65b6916bc","observation_id":"7e9553e8-a484-4b04-b2ba-adebc426d019","resolution":{"observed_at":"2026-08-06T21:56:05.620142Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:14.689734Z","title":"Trinh, Y","venue":null,"work_id":"78a3b303-09f8-41b8-86b5-136a9ef89e29","year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:05.683481Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:c08a6cd17788f64a2cf0041192797808490f23f8769f675cce28432dabfc33bf","observation_id":"9096086f-3864-49a0-a031-5de035d04c07","resolution":{"observed_at":"2026-08-06T21:56:14.765479Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:05.770358Z","title":"Chervonyi, T.H","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:05.770358Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:cf04fd8772a63cca8d3b203740ae433e22ab58985773a10803932597c928de18","observation_id":"7e14c9d6-931e-4a28-8014-e019840add2a","resolution":{"observed_at":"2026-08-06T21:56:05.770358Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:14.432734Z","title":"Rasul, S","venue":null,"work_id":"985d23df-98c5-4e3e-9b09-ae5fd7ab5275","year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:05.906915Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:35096b84c5b348646d91155dc27a6044e458b1befb145c49daa657f134104e29","observation_id":"1408fdc7-64e9-41a1-b5fa-27affe95acb8","resolution":{"observed_at":"2026-08-06T21:56:14.566381Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:14.215140Z","title":"Dempere, K","venue":null,"work_id":"78d330c3-307e-4613-97fb-09aec706fa99","year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.008205Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:2dc5eed35e0129d102a4b11f02c13f169ba6bb5b72d872637563bce08f404543","observation_id":"d65d7924-642a-4aa5-8e6c-d0485f89a694","resolution":{"observed_at":"2026-08-06T21:56:14.329012Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:13.966225Z","title":"Mvondo, B","venue":null,"work_id":"f9f229a3-a399-430d-b468-126bc5ecb39c","year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.094562Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:3efa16eb6de7bdebae96329e23c27bac77d91d67982badcaa22611c9a89a6b96","observation_id":"2685b3ad-bf3d-4367-a1bd-e5bad9ac8738","resolution":{"observed_at":"2026-08-06T21:56:14.095867Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:13.714896Z","title":null,"venue":null,"work_id":"d912b2ee-c4c0-4113-a7ff-75edcb2180b7","year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.189989Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:0f0ad49e78b616a65a1bae00fab84790706abc55e5a613dc66ff00f230bcb7f3","observation_id":"5001b36c-c154-4076-9823-ae1023ef7e3b","resolution":{"observed_at":"2026-08-06T21:56:13.863702Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:13.454486Z","title":null,"venue":null,"work_id":"bbe5a2c7-d317-40c6-b3cf-0cd8c257cdd2","year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.234836Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:a2a94762cdb4fd7348a9c9c82f6f289ae8a179ad3acb9a9f8831cc84cd3fdfbe","observation_id":"dd5c67de-f57c-4bc3-8b94-c8dbd6717de7","resolution":{"observed_at":"2026-08-06T21:56:13.564644Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:13.270582Z","title":"Kasneci, K","venue":null,"work_id":"bd38a101-397d-4c5c-bc17-ee8faaf87b5e","year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.256821Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:2728ce968d0d9694cf43543f0d51f5329201372d160bf99f96df681e192d537d","observation_id":"d8523793-d590-4a9d-986f-48de1e7e1c4d","resolution":{"observed_at":"2026-08-06T21:56:13.361687Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:13.067086Z","title":"Dziri, E","venue":null,"work_id":"426b1757-c728-435e-9d1e-f7a0e2a13c05","year":2022},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.343757Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:ce45364ec93246e824f34aa73ca34d0abdfec0b13ff4f9f58382772a75726049","observation_id":"b1bcbe87-cabd-405c-9ed4-3c7efc92cfed","resolution":{"observed_at":"2026-08-06T21:56:13.181962Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:12.854280Z","title":null,"venue":null,"work_id":"1a58a4b9-a89e-44c7-829a-7d35ae48e422","year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.406263Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:6a35b13e7a271d5255590267fd33040cb57bb0b72fac371fb334ef6c9a885a5f","observation_id":"c83cd239-5190-4ae3-b1c7-2ea6c1c5459a","resolution":{"observed_at":"2026-08-06T21:56:12.971012Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.17183","last_updated":"2025-02-01T10:18:11Z","snapshot_observed_at":"2026-07-06T20:27:32.742145Z","submitted_at":"2025-01-25T12:26:44Z","title":"LLM Evaluation Based on Aerospace Manufacturing Expertise: Automated Generation and Multi-Model Question Answering","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.17183","snapshot_observed_at":"2026-08-06T21:56:06.444793Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.444793Z"},"links":{"cited_paper":"/paper/2501.17183","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:d4cb170776e1df61d3c8d5f3714555a81d3f15423910f1d47efe80d23f70d605","observation_id":"d8de0432-476d-41f3-b86d-5e9bd1357203","resolution":{"observed_at":"2026-08-06T21:56:06.444793Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:12.627944Z","title":null,"venue":null,"work_id":"da784ef0-d8d2-468b-af11-137809b3894c","year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.482196Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:7216e20d726302a11d9431a2b14382c1e3be9429438f68203e14bc76a0bcc6e7","observation_id":"c69b1e6f-a04f-4ad8-b0e8-55b2a1a7a336","resolution":{"observed_at":"2026-08-06T21:56:12.748729Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:06.519873Z","title":"Zhang, S","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.519873Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:6de9d2536eb87351066dc8689ac5d360d23ba2a05e0573f8daa65ba2c0392a37","observation_id":"65f89ef0-4fa0-4711-a64e-939180174d02","resolution":{"observed_at":"2026-08-06T21:56:06.519873Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.07567","last_updated":"2021-04-15T16:24:43Z","snapshot_observed_at":"2026-08-08T00:34:53.168974Z","submitted_at":"2021-04-15T16:24:43Z","title":"Retrieval Augmentation Reduces Hallucination in Conversation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.07567","snapshot_observed_at":"2026-08-06T21:56:06.556331Z","title":"Shuster, S","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.556331Z"},"links":{"cited_paper":"/paper/2104.07567","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:5fcc160c7b98aeecbc43c3c715cd9fbb972e5c9ff2e018732d0aae6c6425e134","observation_id":"e5c1eb76-874e-4e97-a42b-4864c13dfe28","resolution":{"observed_at":"2026-08-06T21:56:06.556331Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:12.375323Z","title":"Lewis, E","venue":null,"work_id":"bdbc3fd8-676b-40e4-b58f-99d8529e9967","year":2020},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.594848Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:24e4250564f316ad6cf7706c524ec92281a954a0102d31e9dbab4cece7c15f57","observation_id":"c4325ee6-40a5-42f6-81ea-a969edb689fb","resolution":{"observed_at":"2026-08-06T21:56:12.460585Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.08189","last_updated":"2024-04-12T01:42:09Z","snapshot_observed_at":"2026-07-06T17:59:08.182369Z","submitted_at":"2024-04-12T01:42:09Z","title":"Reducing hallucination in structured outputs via Retrieval-Augmented Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.08189","snapshot_observed_at":"2026-08-06T21:56:06.644617Z","title":"Béchard and O.M","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.644617Z"},"links":{"cited_paper":"/paper/2404.08189","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:fe3115b519df041293e44cf9b960a32b23ff8e4649c94d1ca2089215ef1c97a9","observation_id":"575b9f2c-ad10-4778-8837-aabf6463a618","resolution":{"observed_at":"2026-08-06T21:56:06.644617Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:12.149635Z","title":"Hallucination reduction in large language models with retrieval-augmented generation using wikipedia knowledge, 2024","venue":null,"work_id":"35a3d849-1137-415a-887a-07bbebfca4a1","year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.704658Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:f1ccd72805ee0b1f2ec72f55d13216f5ef4e505b9fdf01fcc0d77b7e4f30d5fc","observation_id":"d78beff5-dc24-4d07-ad2c-7c115eeebafc","resolution":{"observed_at":"2026-08-06T21:56:12.268054Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2401.00396","last_updated":"2024-05-17T06:29:31Z","snapshot_observed_at":"2026-07-06T17:10:16.873073Z","submitted_at":"2023-12-31T04:43:45Z","title":"RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.00396","snapshot_observed_at":"2026-08-06T21:56:06.779540Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.779540Z"},"links":{"cited_paper":"/paper/2401.00396","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:7db0dfedb05476ce19a465a089b4068cd32d53a344a1badbd52c13d9254e6007","observation_id":"8fddbbad-9b59-453f-887d-975659db09b3","resolution":{"observed_at":"2026-08-06T21:56:06.779540Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.10997","last_updated":"2024-03-27T09:16:57Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-12-18T07:47:33Z","title":"Retrieval-Augmented Generation for Large Language Models: A Survey","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.10997","snapshot_observed_at":"2026-08-06T21:56:06.842349Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.842349Z"},"links":{"cited_paper":"/paper/2312.10997","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:0c62fccc3fa0b002a8a41b47a37d860a124b24ba94d774ffb380cf38406a4454","observation_id":"ff794342-8b22-4ed5-b1c3-b314a0429535","resolution":{"observed_at":"2026-08-06T21:56:06.842349Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:11.897097Z","title":null,"venue":null,"work_id":"e6e0dff7-6b6e-4e6e-8560-fb818b51ad35","year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.899030Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:21d24f5fad02efe9b15c8237741993e7862eb7ee2e874de3037c0f7da8613779","observation_id":"5d5f4dc5-85ae-4525-a1f3-7401b3e8614f","resolution":{"observed_at":"2026-08-06T21:56:11.973775Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.00016","last_updated":"2025-02-06T19:49:16Z","snapshot_observed_at":"2026-07-06T20:29:11.710285Z","submitted_at":"2025-01-10T02:19:47Z","title":"Large Language Models for Education: ChemTAsk -- An Open-Source Paradigm for Automated Q&A in the Graduate Classroom","version":2},"cited_work":{"arxiv_id":"2502.00016","doi":null,"metadata_source":"pith","pith_arxiv_id":"2502.00016","snapshot_observed_at":"2026-08-06T21:56:08.284849Z","title":"Large Language Models for Education: ChemTAsk -- An Open-Source Paradigm for Automated Q&A in the Graduate Classroom","venue":"cs.CY","work_id":"e3c1034c-19fa-4b97-8599-533fb15e9992","year":2025},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.947768Z"},"links":{"cited_paper":"/paper/2502.00016","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:1a77fa27b71eff41ade689beec4a25cce7d6300362c14438b8648adc397829ee","observation_id":"af0cfab3-78f4-45bc-8264-be34296cfcb1","resolution":{"observed_at":"2026-08-06T21:56:08.425278Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:11.695995Z","title":"Faghih Shojaei, R","venue":null,"work_id":"f682749e-2b2e-4d2f-a5eb-d7b8150a5e8a","year":2025},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:06.985937Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:f6133f7c7684cef0c3b9b90ec71b3e0929998654bc4b79173f694e019b8f7597","observation_id":"a97b6de0-2227-463a-8ec1-bd7e2ec9bafa","resolution":{"observed_at":"2026-08-06T21:56:11.808905Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:11.488030Z","title":null,"venue":null,"work_id":"70c7570d-82c3-4ee3-915d-cc5a532f6108","year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.026315Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:3cce24223ba2ba2d2928533f55aba38a38bc74cc9795f305e8b8dd5fb3424025","observation_id":"78f27ee4-ae0c-456f-9abf-b06ccd4ce818","resolution":{"observed_at":"2026-08-06T21:56:11.572590Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:11.312325Z","title":null,"venue":null,"work_id":"4f5e8bcb-32fd-4561-8779-6e4608053909","year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.070875Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:db0464a919f2f32a613834dbce7681b0f8a7c7293e89b75e68b8b56932fe2d48","observation_id":"a90f5992-9a99-47de-b23e-799cc0d96588","resolution":{"observed_at":"2026-08-06T21:56:11.408794Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.07796","last_updated":"2024-06-22T01:02:54Z","snapshot_observed_at":"2026-07-06T18:29:17.280082Z","submitted_at":"2024-06-12T01:19:36Z","title":"Battling Botpoop using GenAI for Higher Education: A Study of a Retrieval Augmented Generation Chatbots Impact on Learning","version":2},"cited_work":{"arxiv_id":"2406.07796","doi":null,"metadata_source":"pith","pith_arxiv_id":"2406.07796","snapshot_observed_at":"2026-08-06T21:56:08.053228Z","title":"Battling Botpoop using GenAI for Higher Education: A Study of a Retrieval Augmented Generation Chatbots Impact on Learning","venue":"cs.HC","work_id":"2510a7bc-b877-4a59-a256-18bd5afeb45b","year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.107679Z"},"links":{"cited_paper":"/paper/2406.07796","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:90de5fa1a465a85f0ec8c3aba7c0eb7ebd8fb01a315defe3e90749a6091af508","observation_id":"517cb823-a652-4f86-bec3-4e2a2a06df63","resolution":{"observed_at":"2026-08-06T21:56:08.153618Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:11.041713Z","title":"Schütze, C.D","venue":null,"work_id":"c97ccf0d-c287-4c5f-9850-7e526feeb9dc","year":2008},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.144662Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:fd999c9705b6e6ca7dff929a62a60a91e5b88e2a9f5fff8736bdde740aefcab0","observation_id":"fc16a1d7-f5fd-4ebc-bb46-dd7d1399ef17","resolution":{"observed_at":"2026-08-06T21:56:11.179400Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:10.799978Z","title":null,"venue":null,"work_id":"0758e868-3d2a-4ff7-a5a2-67e55ceb1b75","year":2003},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.203141Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:ffc7e9652710d66c823ac29f2c5597aa7756d1b0f6a408770cb9bb09f29a736d","observation_id":"7fb4d06a-f2e3-4f68-9f9d-c7d162703be9","resolution":{"observed_at":"2026-08-06T21:56:10.919911Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:10.592889Z","title":"Robertson and H","venue":null,"work_id":"ac91351b-8e01-4780-b325-108e52a69166","year":2009},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.248627Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:2920e5e85babaf47f3f0b8bebe1c18d4cdc6de1afc4ce5288df2fe3ce4c170b0","observation_id":"19e3543c-ced9-4f81-89aa-24520af1bdbe","resolution":{"observed_at":"2026-08-06T21:56:10.707662Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:10.426712Z","title":"Devlin, M.W","venue":null,"work_id":"65d5efc1-a3d2-4d1b-944e-0b47280b38ca","year":2019},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.326897Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:64cadb8b34ebeaa7b9cbbf9537aac466b5cf565a0615bdeb7e91527a3ec3bfd9","observation_id":"e3187a28-db1e-413b-85a7-2352c4d692e6","resolution":{"observed_at":"2026-08-06T21:56:10.525593Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:10.223287Z","title":"Karpukhin, B","venue":null,"work_id":"98bda36b-a078-4fd6-8232-f7fa34f83fe7","year":2020},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.377385Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:4b8b1e9d4ac8acc76d5b48c41be3ef3f724bb67296f14ffd728e612fe3158c0a","observation_id":"23df8a08-f973-41fc-9816-561aca62b656","resolution":{"observed_at":"2026-08-06T21:56:10.306196Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:10.001847Z","title":"Johnson, M","venue":null,"work_id":"b075402f-c866-4ce8-a6b2-9de3da591746","year":2019},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.425463Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:bd530a84029f4fae436bd0fb2b5dca5ba53c202112fb13b34adcbd006bd62722","observation_id":"0eaa313c-a702-4098-af60-c4a124b607e4","resolution":{"observed_at":"2026-08-06T21:56:10.134975Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:09.739092Z","title":"Jégou, M","venue":null,"work_id":"5595fc7a-8f79-4d20-8108-831e3571ffb1","year":2010},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.465553Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:2be333c69b7ccf86dbbc2457f0e695e6d0ae4e4fc113c90dae4852741e5c1c59","observation_id":"2b320a3e-095d-464d-a8dd-093d980cd05e","resolution":{"observed_at":"2026-08-06T21:56:09.831575Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2104.07186","last_updated":"2021-04-15T00:53:54Z","snapshot_observed_at":"2026-08-06T16:32:06.004294Z","submitted_at":"2021-04-15T00:53:54Z","title":"COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.07186","snapshot_observed_at":"2026-08-06T21:56:07.500857Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.500857Z"},"links":{"cited_paper":"/paper/2104.07186","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:31d6dab7ee41b22e4bf32a9e3b5bcefde8d63794de8ec47e54d516e414f1bbe1","observation_id":"b99a45d3-37dc-4c1e-8397-fd58152e0245","resolution":{"observed_at":"2026-08-06T21:56:07.500857Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:09.508308Z","title":"Sawarkar, A","venue":null,"work_id":"7f5aab1e-b866-4a9c-a008-bfcc0c6d5e26","year":2024},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.565481Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:62d7bef8fad5a01b417c81bc034926a16aaf4521dc151e4e892574b4e9b57057","observation_id":"6cc89b58-6072-4594-a1ec-102b6409c855","resolution":{"observed_at":"2026-08-06T21:56:09.638917Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1907.11692","last_updated":"2019-07-26T17:48:29Z","snapshot_observed_at":"2026-07-31T22:31:37.910868Z","submitted_at":"2019-07-26T17:48:29Z","title":"RoBERTa: A Robustly Optimized BERT Pretraining Approach","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1907.11692","snapshot_observed_at":"2026-08-06T21:56:07.644226Z","title":null,"venue":null,"work_id":null,"year":1907},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.644226Z"},"links":{"cited_paper":"/paper/1907.11692","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:ae70ee550615e083391994874c64694392f1f452703f64217d0752e602438ab7","observation_id":"5bca5d41-a299-4e81-8c4e-93f6dd1ff9df","resolution":{"observed_at":"2026-08-06T21:56:07.644226Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1908.10084","last_updated":"2019-08-27T08:50:17Z","snapshot_observed_at":"2026-07-06T08:17:05.681370Z","submitted_at":"2019-08-27T08:50:17Z","title":"Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1908.10084","snapshot_observed_at":"2026-08-06T21:56:07.727715Z","title":"Reimers and I","venue":null,"work_id":null,"year":1908},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.727715Z"},"links":{"cited_paper":"/paper/1908.10084","citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:ad7d76bb95aed64ed15f19dd2f96682ca1d5f4269755a66c174553bbadd99c56","observation_id":"c5238b89-80a1-4c6f-affb-126b1d0f2be4","resolution":{"observed_at":"2026-08-06T21:56:07.727715Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:09.276945Z","title":"Jina embeddings 2: 8192-token general-purpose text embeddings for long documents, 2023","venue":null,"work_id":"a5dbf25a-aeac-410f-8318-8cf7ed1d6668","year":2023},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.821072Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:1244f29d39216b0c885923566e7683cbd2733b79ae91709d24b9262f3f49851f","observation_id":"e2008b2d-5877-4b8b-be2b-bbcb652c738e","resolution":{"observed_at":"2026-08-06T21:56:09.367852Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:56:09.008269Z","title":"jina-embeddings-v4: Universal embeddings for multimodal multilingual retrieval, 2025","venue":null,"work_id":"f6550bcf-214e-4bb5-aeb5-80deb0839cc5","year":2025},"citing_paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-06T21:56:07.914119Z"},"links":{"citing_paper":"/paper/2506.23026"},"observation_digest":"sha256:d4c094c80278d602f31335108f0aebff0c84773f39a9faf7b188fda1ba69b854","observation_id":"ced22dbe-3c8d-4c7a-b046-909a766c9aba","resolution":{"observed_at":"2026-08-06T21:56:09.112406Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.23026","last_updated":"2025-06-28T22:17:27Z","latest_version":1,"primary_category":"cs.IR","snapshot_observed_at":"2026-08-08T00:35:56.249022Z","submitted_at":"2025-06-28T22:17:27Z","title":"Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval"},"reference_resolution":{"displayed":51,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":25,"verified_exact":2,"verified_fuzzy":24},"total_outbound_references":51},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2506.23026."}