Paper Citation Record · LEDGER

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain

As of 8 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2506.06946.

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

pith.paper-citation-record.v1
2506.06946 v3

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:49:06.109842Z

measured 22 of 22 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 2026-08-07T04:16:04.138588Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:16:05.045804Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy18
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 62356e4d-e0c3-4ddf-b7bb-ab91cbba1809 · outbound

This paper cites Addison-Wesley Professional, 1st edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Addison-Wesley Professional, 1st edn

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:11.005927Z

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 033e1ad4-7470-48ae-ba77-724d249e16a2 · outbound

This paper cites Addison-Wesley Professional, 2nd edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Addison-Wesley Professional, 2nd edn

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:10.698354Z

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 20b0b7d7-de54-4811-9d1a-b80b42d44f33 · outbound

This paper cites True Positive Inc., 1st edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain True Positive Inc., 1st edn

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:10.449094Z

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 83fc280a-0153-461d-9fda-7eb48933f602 · outbound

This paper cites Findings of the Association for Computational Linguistics pp.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Findings of the Association for Computational Linguistics pp

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:10.184611Z

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 e12ea260-dc55-438f-a37f-248b0dd9af56 · outbound

This paper cites Proceedings - 2025 IEEE/ACM 4th International Conference on AI Engineering - Software Engineering for AI, CAIN 2025 (2025).

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Proceedings - 2025 IEEE/ACM 4th International Conference on AI Engineering - Software Engineering for AI, CAIN 2025 (2025)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:09.919949Z

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 491ae4a8-fc24-404e-96db-31aa8b72eaa6 · outbound

This paper cites Workshop Brasileiro de Engenharia de Software Inteligente (ISE)1, 19–22 (2022).

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Workshop Brasileiro de Engenharia de Software Inteligente (ISE)1, 19–22 (2022)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:09.661468Z

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 d433e0ce-2e1f-4669-a2e3-65c94c919fc0 · outbound

This paper cites an unresolved cited work.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:49:09.430833Z

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 2d8dae0e-a2b5-438c-be6f-f05544e88917 · outbound

This paper cites In: PLoP ’97 / EutoPLoP ’97.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain In: PLoP ’97 / EutoPLoP ’97

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:09.257030Z

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 8868d745-8c38-4cfd-90bc-7ce248b15377 · outbound

This paper cites Addison-Wesley Professional, 1st edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Addison-Wesley Professional, 1st edn

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:09.071400Z

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 8738b4e5-17c9-4c34-bf63-782959d4ed71 · outbound

This paper cites The MIT Press, 1st edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain The MIT Press, 1st edn

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:08.870969Z

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 dc7819a8-69b0-43e6-85ee-0fdfcdf143a3 · outbound

This paper cites IEEE Software19(2) (2002).

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain IEEE Software19(2) (2002)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:08.677345Z

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 d4642de0-a229-4774-9782-6c81f0a253b0 · outbound

This paper cites O’Reilly Media, 1st edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain O’Reilly Media, 1st edn

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:08.424290Z

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 b8ee9f28-0b8a-4b29-902a-3ac6063142f6 · outbound

This paper cites an unresolved cited work.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:49:08.226669Z

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 762bbc9a-a7b0-4051-a7b0-8fe7970863f1 · outbound

This paper cites an unresolved cited work.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:49:07.955395Z

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 4f72b506-e2c2-4ab6-ac54-41204f34ecbf · outbound

This paper cites Pearson, 1 edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Pearson, 1 edn

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:07.746734Z

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 eceed827-edb1-4612-8455-2bd4251eb844 · outbound

This paper cites Pearson, 1st edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Pearson, 1st edn

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:07.470861Z

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 970bfb8d-c809-4948-b3f7-6b194e65d577 · outbound

This paper cites O’Reilly Media, 2nd edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain O’Reilly Media, 2nd edn

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:07.276098Z

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 75c81f29-5c81-4841-adaa-3c60a6947305 · outbound

This paper cites O’Reilly Media, 2nd edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain O’Reilly Media, 2nd edn

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:07.048656Z

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 12f54ba5-65aa-4b4a-b850-ec4fe9449954 · outbound

This paper cites O’Reilly Media, 1st edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain O’Reilly Media, 1st edn

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:06.766741Z

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 b17b431c-cc56-4c97-8110-a9e0b502880d · outbound

This paper cites Manning Publications, 1st edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Manning Publications, 1st edn

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:06.575352Z

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 2338c0f9-ce1d-4f8c-a073-cb765873d88d · outbound

This paper cites Manning Publications, 1st edn.

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain Manning Publications, 1st edn

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:06.318337Z

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 8709cddc-30d5-4117-a516-112bafe207a5 · inbound

A Tale of Two Systems: Characterizing Architectural Complexity on Machine Learning-Enabled Systems cites this paper.

A Tale of Two Systems: Characterizing Architectural Complexity on Machine Learning-Enabled Systems Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:16:05.050675Z

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.