{"as_of":"2026-08-08T15:00:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:32fe7455a2dc40ae3a511e8ceb8e43fc5ea6ba4189d348548ec6e53f594620e3","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":11,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":11,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":11,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":11,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T04:39:02.897278Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-02T03:26:29.135065Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2402.05119","last_updated":"2024-07-14T18:14:57Z","snapshot_observed_at":"2026-08-02T00:59:17.509022Z","submitted_at":"2024-02-03T04:45:25Z","title":"A Closer Look at the Limitations of Instruction Tuning","version":5},"cited_work":{"arxiv_id":"2402.05119","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2402.05119","snapshot_observed_at":"2026-07-02T03:26:29.135065Z","title":"A closer look at the limitations of instruction tuning.arXiv preprint arXiv:2402.05119","venue":null,"work_id":"6e16b277-80f7-40b9-98aa-910330a30a6e","year":2024},"citing_paper":{"arxiv_id":"2504.21850","last_updated":"2026-05-14T18:32:02Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-04-30T17:57:22Z","title":"Visual Compositional Tuning","version":3},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-22T17:39:09.890605Z"},"links":{"cited_paper":"/paper/2402.05119","citing_paper":"/paper/2504.21850"},"observation_digest":"sha256:bd71a66ec67e56989012d495fa214418aab6ccb1eceb5e326b3aaef8b4b567a8","observation_id":"6947d8e0-59ef-4102-af77-bceaa7b75500","resolution":{"observed_at":"2026-05-22T17:41:53.129911Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05119","last_updated":"2024-07-14T18:14:57Z","snapshot_observed_at":"2026-08-02T00:59:17.509022Z","submitted_at":"2024-02-03T04:45:25Z","title":"A Closer Look at the Limitations of Instruction Tuning","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.05119","snapshot_observed_at":"2026-08-07T04:39:02.897278Z","title":"A closer look at the limitations of instruction tuning","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.10378","last_updated":"2025-06-12T06:07:42Z","snapshot_observed_at":"2026-08-07T04:25:35.262506Z","submitted_at":"2025-06-12T06:07:42Z","title":"Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-07T04:39:02.897278Z"},"links":{"cited_paper":"/paper/2402.05119","citing_paper":"/paper/2506.10378"},"observation_digest":"sha256:1c928f6d101b604ec88e164d71e94b8de0a57183447e1a3b537c598dec1d69df","observation_id":"7d32ca32-d261-4266-856b-6b8ccba45fc0","resolution":{"observed_at":"2026-08-07T04:39:02.897278Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05119","last_updated":"2024-07-14T18:14:57Z","snapshot_observed_at":"2026-08-02T00:59:17.509022Z","submitted_at":"2024-02-03T04:45:25Z","title":"A Closer Look at the Limitations of Instruction Tuning","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.05119","snapshot_observed_at":"2026-08-06T22:44:00.658347Z","title":"A closer look at the limitations of instruction tuning","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.20963","last_updated":"2025-07-04T01:31:36Z","snapshot_observed_at":"2026-08-06T22:34:35.092667Z","submitted_at":"2025-06-26T03:01:33Z","title":"EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T22:44:00.658347Z"},"links":{"cited_paper":"/paper/2402.05119","citing_paper":"/paper/2506.20963"},"observation_digest":"sha256:8d4b62295de1532fe8b6f883bbeebf9e2c244c14ce22704d0baa41061466b82f","observation_id":"9856e163-d5df-4e37-93df-8cf6a885b186","resolution":{"observed_at":"2026-08-06T22:44:00.658347Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05119","last_updated":"2024-07-14T18:14:57Z","snapshot_observed_at":"2026-08-02T00:59:17.509022Z","submitted_at":"2024-02-03T04:45:25Z","title":"A Closer Look at the Limitations of Instruction Tuning","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.05119","snapshot_observed_at":"2026-08-06T14:13:07.250770Z","title":"A closer look at the limitations of instruction tuning","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.19672","last_updated":"2025-07-25T20:52:58Z","snapshot_observed_at":"2026-08-07T12:02:14.124506Z","submitted_at":"2025-07-25T20:52:58Z","title":"Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges","version":1},"reference_index":268,"source":"arxiv_source","source_observed_at":"2026-08-06T14:13:07.250770Z"},"links":{"cited_paper":"/paper/2402.05119","citing_paper":"/paper/2507.19672"},"observation_digest":"sha256:8c1cadb767e3e2eb39ca7469abc25b54a3e871fda67765894910f8552c64bc61","observation_id":"0ac53789-f36f-4eed-8f5b-cf65c2e06657","resolution":{"observed_at":"2026-08-06T14:13:07.250770Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05119","last_updated":"2024-07-14T18:14:57Z","snapshot_observed_at":"2026-08-02T00:59:17.509022Z","submitted_at":"2024-02-03T04:45:25Z","title":"A Closer Look at the Limitations of Instruction Tuning","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.05119","snapshot_observed_at":"2026-08-03T23:27:35.451357Z","title":"A closer look at the limitations of instruction tuning","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2511.05933","last_updated":"2026-06-24T14:20:52Z","snapshot_observed_at":"2026-08-07T19:34:44.238702Z","submitted_at":"2025-11-08T08:56:29Z","title":"Reinforcement Learning Improves Traversal of Parametric Knowledge in LLMs","version":2},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-03T23:27:35.451357Z"},"links":{"cited_paper":"/paper/2402.05119","citing_paper":"/paper/2511.05933"},"observation_digest":"sha256:74c3ebe5997688c7991f56334a7d753541efe6a4424d57383abbfb387c25e2bf","observation_id":"e3790978-77bc-48cc-aac8-e929e9180faf","resolution":{"observed_at":"2026-08-03T23:27:35.451357Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05119","last_updated":"2024-07-14T18:14:57Z","snapshot_observed_at":"2026-08-02T00:59:17.509022Z","submitted_at":"2024-02-03T04:45:25Z","title":"A Closer Look at the Limitations of Instruction Tuning","version":5},"cited_work":{"arxiv_id":"2402.05119","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2402.05119","snapshot_observed_at":"2026-07-02T03:26:29.135065Z","title":"A closer look at the limitations of instruction tuning.arXiv preprint arXiv:2402.05119","venue":null,"work_id":"6e16b277-80f7-40b9-98aa-910330a30a6e","year":2024},"citing_paper":{"arxiv_id":"2512.12677","last_updated":"2026-05-25T16:57:18Z","snapshot_observed_at":"2026-08-03T16:38:10.732856Z","submitted_at":"2025-12-14T13:02:06Z","title":"Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-25T07:23:53.703286Z"},"links":{"cited_paper":"/paper/2402.05119","citing_paper":"/paper/2512.12677"},"observation_digest":"sha256:ff4ae35b7ada1509cff96d64fb860aea5328f4d96bbc4ac54cce9abf0a85494b","observation_id":"b027f5e2-4c1f-4c2d-8679-0e7483dc5aea","resolution":{"observed_at":"2026-05-25T07:25:28.979754Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05119","last_updated":"2024-07-14T18:14:57Z","snapshot_observed_at":"2026-08-02T00:59:17.509022Z","submitted_at":"2024-02-03T04:45:25Z","title":"A Closer Look at the Limitations of Instruction Tuning","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.05119","snapshot_observed_at":"2026-08-03T16:38:13.703435Z","title":"A closer look at the limitations of instruction tuning.arXiv preprint arXiv:2402.05119,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2512.12677","last_updated":"2026-05-25T16:57:18Z","snapshot_observed_at":"2026-08-03T16:38:10.732856Z","submitted_at":"2025-12-14T13:02:06Z","title":"Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches","version":3},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-03T16:38:13.703435Z"},"links":{"cited_paper":"/paper/2402.05119","citing_paper":"/paper/2512.12677"},"observation_digest":"sha256:e00604b73627df8eaea1ada57a0202dc4746df68bcd7af15dd9c4dfea952e05b","observation_id":"35d3cbf9-9d0d-4bc4-a67f-95ca88a586e2","resolution":{"observed_at":"2026-08-03T16:38:13.703435Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05119","last_updated":"2024-07-14T18:14:57Z","snapshot_observed_at":"2026-08-02T00:59:17.509022Z","submitted_at":"2024-02-03T04:45:25Z","title":"A Closer Look at the Limitations of Instruction Tuning","version":5},"cited_work":{"arxiv_id":"2402.05119","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2402.05119","snapshot_observed_at":"2026-07-02T03:26:29.135065Z","title":"A closer look at the limitations of instruction tuning.arXiv preprint arXiv:2402.05119","venue":null,"work_id":"6e16b277-80f7-40b9-98aa-910330a30a6e","year":2024},"citing_paper":{"arxiv_id":"2602.11157","last_updated":"2025-12-08T06:48:17Z","snapshot_observed_at":"2026-08-04T23:09:56.365393Z","submitted_at":"2025-12-08T06:48:17Z","title":"Response-Based Knowledge Distillation for Multilingual Jailbreak Prevention Unwittingly Compromises Safety","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-17T01:27:16.967080Z"},"links":{"cited_paper":"/paper/2402.05119","citing_paper":"/paper/2602.11157"},"observation_digest":"sha256:da9c4553b8f8ab2469e77280bc8c4c925dcabd29cacc8de1f7e2fabef740e728","observation_id":"6949fa31-1b8d-4086-a517-9889e48229e6","resolution":{"observed_at":"2026-05-17T01:28:48.870432Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05119","last_updated":"2024-07-14T18:14:57Z","snapshot_observed_at":"2026-08-02T00:59:17.509022Z","submitted_at":"2024-02-03T04:45:25Z","title":"A Closer Look at the Limitations of Instruction Tuning","version":5},"cited_work":{"arxiv_id":"2402.05119","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2402.05119","snapshot_observed_at":"2026-07-02T03:26:29.135065Z","title":"A closer look at the limitations of instruction tuning.arXiv preprint arXiv:2402.05119","venue":null,"work_id":"6e16b277-80f7-40b9-98aa-910330a30a6e","year":2024},"citing_paper":{"arxiv_id":"2604.20148","last_updated":"2026-04-22T03:25:17Z","snapshot_observed_at":"2026-07-06T23:06:40.154278Z","submitted_at":"2026-04-22T03:25:17Z","title":"Meta-Tool: Efficient Few-Shot Tool Adaptation for Small Language Models","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-05-10T00:50:27.257888Z"},"links":{"cited_paper":"/paper/2402.05119","citing_paper":"/paper/2604.20148"},"observation_digest":"sha256:d1cea2a7551c3cfc49341cd4fb98c3bcc4cfa3cd4eef428489662d18e64f1197","observation_id":"cf093fec-6270-4306-90cb-8823545086a7","resolution":{"observed_at":"2026-05-10T00:54:48.792539Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05119","last_updated":"2024-07-14T18:14:57Z","snapshot_observed_at":"2026-08-02T00:59:17.509022Z","submitted_at":"2024-02-03T04:45:25Z","title":"A Closer Look at the Limitations of Instruction Tuning","version":5},"cited_work":{"arxiv_id":"2402.05119","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2402.05119","snapshot_observed_at":"2026-07-02T03:26:29.135065Z","title":"A closer look at the limitations of instruction tuning.arXiv preprint arXiv:2402.05119","venue":null,"work_id":"6e16b277-80f7-40b9-98aa-910330a30a6e","year":2024},"citing_paper":{"arxiv_id":"2606.04160","last_updated":"2026-06-02T19:23:46Z","snapshot_observed_at":"2026-08-07T08:17:37.830144Z","submitted_at":"2026-06-02T19:23:46Z","title":"Expert-Aware Refusal Steering","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-06-28T10:04:13.562338Z"},"links":{"cited_paper":"/paper/2402.05119","citing_paper":"/paper/2606.04160"},"observation_digest":"sha256:f2ac4be5988051344f6f6ffb342f1050105b2009914b16611c8bc0edbb7f6e9c","observation_id":"89f138f2-d8a1-4627-9604-09ae9aa736fe","resolution":{"observed_at":"2026-07-02T03:26:29.136589Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05119","last_updated":"2024-07-14T18:14:57Z","snapshot_observed_at":"2026-08-02T00:59:17.509022Z","submitted_at":"2024-02-03T04:45:25Z","title":"A Closer Look at the Limitations of Instruction Tuning","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.05119","snapshot_observed_at":"2026-08-02T13:59:18.581602Z","title":"A closer look at the limitations of instruction tuning,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.20453","last_updated":"2026-05-14T20:03:14Z","snapshot_observed_at":"2026-08-07T03:10:26.630153Z","submitted_at":"2026-05-14T20:03:14Z","title":"A Knowledge-Injection Framework for Zero-Shot Adaptation of LLMs to Delirium Prediction","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-02T13:59:18.581602Z"},"links":{"cited_paper":"/paper/2402.05119","citing_paper":"/paper/2607.20453"},"observation_digest":"sha256:1e4d50a8e7bb976a2487e29573140ac3d535fd049290b262c078265f8b7cbb88","observation_id":"f4c0a107-bb74-4e2c-9f20-d05871d99c9d","resolution":{"observed_at":"2026-08-02T13:59:18.581602Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2402.05119/citation-record","integrity":"/paper/2402.05119/integrity","json":"/paper/2402.05119/citation-record.json","paper":"/paper/2402.05119"},"outbound":[],"paper":{"arxiv_id":"2402.05119","last_updated":"2024-07-14T18:14:57Z","latest_version":5,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-02T00:59:17.509022Z","submitted_at":"2024-02-03T04:45:25Z","title":"A Closer Look at the Limitations of Instruction Tuning"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2402.05119."}