Paper Citation Record · LEDGER

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline

As of 8 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2605.26560.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.26560 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T18:43:22.926054Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:41:10.694793Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T19:41:14.976762Z

Reference resolution

24 of 24 outbound references displayed

verified exact16
verified fuzzy0
unresolved4
parse uncertain0
malformed identifier4
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2014826c-d582-4d30-839f-cf6066ea24e1 · outbound

This paper cites Clinical information extraction applications: A literature review.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Clinical information extraction applications: A literature review

Reference 1

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.144456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e1d4ea35-2edc-4762-b663-9ea32e35f853 · outbound

This paper cites Journal of the American Medical Informatics Association , author =.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Journal of the American Medical Informatics Association , author =

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:43:50.177793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4cf93b2a-93a9-41d4-afbb-3dbcc3537d90 · outbound

This paper cites an unresolved cited work.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Unresolved cited work

Reference 3

Resolution: malformed identifier; doi_truncated, observed 2026-06-29T18:43:50.171519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2bbcbd6d-19ba-4b02-b88b-6d3f11b929d5 · outbound

This paper cites Styler, Steven Bethard, Sean Finan, Martha Palmer, Sameer Pradhan, Piet C de Groen, Brad Erickson, Timothy Miller, Chen Lin, Guergana Savova, and James Pustejovsky.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Styler, Steven Bethard, Sean Finan, Martha Palmer, Sameer Pradhan, Piet C de Groen, Brad Erickson, Timothy Miller, Chen Lin, Guergana Savova, and James Pustejovsky

Reference 4

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.181839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c773b139-ce4e-4bac-b32a-a51562964f62 · outbound

This paper cites Bethard, L.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Bethard, L

Reference 5

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.179326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b12a864-84d9-4d71-b280-48db8be3177d · outbound

This paper cites Bethard, G.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Bethard, G

Reference 6

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.166287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ee6ec560-a529-465c-98f7-a653a5744f8f · outbound

This paper cites Devlin, M.-W.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Devlin, M.-W

Reference 7

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.174735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4e05b3d5-3fc3-4bb4-994c-896f70f07df2 · outbound

This paper cites Bioinformatics , volume =.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Bioinformatics , volume =

Reference 8

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.184803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd8111fb-65f5-42bd-b0af-4e5d5e356a19 · outbound

This paper cites Alsentzer, J.R.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Alsentzer, J.R

Reference 9

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.183937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation af19b90d-b2d1-4a34-9ac9-e183c8f15e69 · outbound

This paper cites ACM Trans.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline ACM Trans

Reference 10

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.164080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 986f540c-5dc7-4d42-85fe-477c4cae7ecb · outbound

This paper cites Varoquaux, V.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Varoquaux, V

Reference 11

Resolution: malformed identifier; doi_truncated, observed 2026-06-29T18:43:50.155167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 79330e2a-74f4-45f7-bf68-9a066801178c · outbound

This paper cites doi: 10.18653/v1/2022.emnlp-main.130.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline doi: 10.18653/v1/2022.emnlp-main.130

Reference 12

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.176650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9042adc1-8197-4731-8de3-97b739face0d · outbound

This paper cites Strotgen, M.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Strotgen, M

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T18:43:22.926054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95538d7a-8f60-48f1-bf5f-f86ba61acad6 · outbound

This paper cites Chang, C.D.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Chang, C.D

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T18:43:22.926054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4a74160-8f50-40ae-b3ed-3b8a1a1923f1 · outbound

This paper cites In: van Deemter, K., Lin, C., Takamura, H.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline In: van Deemter, K., Lin, C., Takamura, H

Reference 16

Resolution: malformed identifier; doi_truncated, observed 2026-06-29T18:43:50.168427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 72aeb3b9-09fd-4441-814d-298a3f76003f · outbound

This paper cites Eberts, A.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Eberts, A

Reference 17

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.170544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4f7a64aa-ea4f-4e42-b68c-bf9234587943 · outbound

This paper cites Dozat, C.D.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Dozat, C.D

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T18:43:22.926054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dcc6387-afe2-42ec-91b4-580f78d96435 · outbound

This paper cites Enhancing self - management in type 1 diabetes with wearables and deep learning.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Enhancing self - management in type 1 diabetes with wearables and deep learning

Reference 19

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.166121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f9f17f9e-c763-4123-aa00-1d08d479c41a · outbound

This paper cites Improving large language models for clinical named entity recognition via prompt engineering.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Improving large language models for clinical named entity recognition via prompt engineering

Reference 20

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.168009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 02dd8782-2b51-48de-9f2a-a788c371b042 · outbound

This paper cites Kweon, J.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Kweon, J

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-29T18:43:22.926054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c813f65-74a7-4037-b8a7-28019f3ed777 · outbound

This paper cites an unresolved cited work.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Unresolved cited work

Reference 22

Resolution: malformed identifier; doi_truncated, observed 2026-06-29T18:43:50.146840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5cafc8be-c306-4c2b-a463-5596e1e755af · outbound

This paper cites Rates and correlates of uptake of continuous glucose monitors among adults with type 2 diabetes in primary care and endocrinology settings.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Rates and correlates of uptake of continuous glucose monitors among adults with type 2 diabetes in primary care and endocrinology settings

Reference 23

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.183171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7b9eafc1-351a-4eee-a666-6e84f62661bb · outbound

This paper cites Yetisgen-Yildiz, M.L.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline Yetisgen-Yildiz, M.L

Reference 24

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.161788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0cfba537-d44b-49c0-9149-5552f20414f2 · outbound

This paper cites (4 6 ) Riou, M.; Araujo, F.

Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline (4 6 ) Riou, M.; Araujo, F

Reference 25

Resolution: verified exact; doi, observed 2026-06-29T18:43:50.148000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 52aac86d-4800-4fe7-86e4-b7bec2ac7f2f · inbound

Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies cites this paper.

Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic Pipeline

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-07T19:41:14.982886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.