Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T22:21:05.346603Z
Paper Citation Record · LEDGER
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences
As of 21 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2412.03531.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:35:20.255430Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T23:35:25.441972Z
Reference resolution
22 of 22 outbound references displayed
- verified exact1
- verified fuzzy7
- unresolved14
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 850d3953-ace1-451b-956c-54a9e7c1a74d · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.794640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 26e76efa-e6ec-42cc-9804-4684750aa1a2 · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.777834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0179f26e-d331-486e-8f81-baf49f460f2b · outbound
This paper cites M., Chen, J.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences M., Chen, J
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:21:05.761528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2bcf5680-6498-454f-acdd-9aafac8de44f · outbound
This paper cites Artificial Intelligence for Literature Reviews: Opportunities and Challenges.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Artificial Intelligence for Literature Reviews: Opportunities and Challenges
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T22:21:05.245493Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df66df43-a907-4531-b6a2-a7dd5f7f07f7 · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.742879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6e9d26e6-f499-493b-88a1-8e860fb43e43 · outbound
This paper cites and Bittermann, A.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences and Bittermann, A
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:21:05.727645Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 04ec33c4-9857-4ecf-ab68-f87bb455d871 · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.711163Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bbab0df7-c0f3-4355-98fa-f261bdac9a2f · outbound
This paper cites A., and Jain, A.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences A., and Jain, A
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:21:05.695555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 24b72851-be2f-4a76-bd2f-f4977b476184 · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.677111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation da0ce2d7-f128-4012-81fd-0b76b730f3dd · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.658837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation af06fe9c-8bd8-4c06-a6f3-4a4486461ea9 · outbound
This paper cites Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T22:21:05.412320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 47bf7438-679c-4428-93de-9998b2ce7a73 · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.641117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c8a6ed20-1bf9-427e-9640-ad1116edd591 · outbound
This paper cites J., Thomas, J., and Higgins, J.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences J., Thomas, J., and Higgins, J
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:21:05.623101Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 51716b1b-26a5-4d6c-968a-1bebc23a6d30 · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.606632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6427b20f-01e6-4044-b87a-10b2239a1631 · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.590903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a43c6f42-1a0b-40cb-b96c-912eb5073c67 · outbound
This paper cites and Hristovski, D.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences and Hristovski, D
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:21:05.575247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation dd4952e3-f429-4340-ab8d-090b3d804fbd · outbound
This paper cites S., Xia, A., and Barzilay, R.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences S., Xia, A., and Barzilay, R
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:21:05.555987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e1107ec1-e9d4-444c-9859-9ca763776853 · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.535600Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 20044615-e770-4ac8-a8bc-dca8be28611c · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.513032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2b1e9c30-9162-4689-a4c4-ff866b9cba95 · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.493535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5bb5f963-d264-4ea9-8a7d-b569be8f7862 · outbound
This paper cites A., Tzou, P.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences A., Tzou, P
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:21:05.473923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8885dec6-58aa-4bcc-a6bf-75e437debdc1 · outbound
This paper cites an unresolved cited work.
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T22:21:05.453628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
Observation 609e1cef-5e31-42e3-9b6c-3fa5f02970e6 · inbound
Context-Aware Scientific Knowledge Extraction on Linked Open Data using Large Language Models cites this paper.
Context-Aware Scientific Knowledge Extraction on Linked Open Data using Large Language Models A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T23:35:25.506679Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.