Paper Citation Record · LEDGER

GymPN: A Library for Decision-Making in Process Management Systems

As of 9 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2506.20404.

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

pith.paper-citation-record.v1
2506.20404 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:53:05.705999Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact2
verified fuzzy8
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 54d81b95-9ac1-4952-8ec6-6d1d290840ff · outbound

This paper cites URL https://github.

GymPN: A Library for Decision-Making in Process Management Systems URL https://github

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:07.746566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f625d15f-7777-4192-96af-5b131b0bb1f9 · outbound

This paper cites Annals of Operations Research240(1), 351– 380 (May 2016).

GymPN: A Library for Decision-Making in Process Management Systems Annals of Operations Research240(1), 351– 380 (May 2016)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:07.601036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3e995d58-3bab-4eb5-8978-5fc70586ec85 · outbound

This paper cites an unresolved cited work.

GymPN: A Library for Decision-Making in Process Management Systems Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:53:07.452249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c84abfc6-113d-4c63-b76e-728902b24cee · outbound

This paper cites an unresolved cited work.

GymPN: A Library for Decision-Making in Process Management Systems Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:53:07.279118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be67d612-d2b0-4152-bbea-5de50598255c · outbound

This paper cites Journal of Machine Learning Research18(26), 1–5 (2017).

GymPN: A Library for Decision-Making in Process Management Systems Journal of Machine Learning Research18(26), 1–5 (2017)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:07.174311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c2fb59e5-db3c-440a-bbf1-374d6b2f7146 · outbound

This paper cites Journal of Telecommunications and the Digital Economy10(2), 44–61 (Jun 2022), place: [South Melbourne, Vic.] Publisher: Telecommunications Association.

GymPN: A Library for Decision-Making in Process Management Systems Journal of Telecommunications and the Digital Economy10(2), 44–61 (Jun 2022), place: [South Melbourne, Vic.] Publisher: Telecommunications Association

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:07.046964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 523ec8ef-0bda-48c6-83dd-9fa07ea980dc · outbound

This paper cites OR-Gym: A Reinforcement Learning Library for Operations Research Problems.

GymPN: A Library for Decision-Making in Process Management Systems OR-Gym: A Reinforcement Learning Library for Operations Research Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T22:53:04.829657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7ebce19-a975-4ac9-9de2-3e7804faa551 · outbound

This paper cites an unresolved cited work.

GymPN: A Library for Decision-Making in Process Management Systems Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:53:06.916445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 42a36b51-a12b-43aa-9ff6-0dd14e3546a8 · outbound

This paper cites Journal of Manufacturing Systems74, 690–702 (Jun 2024).

GymPN: A Library for Decision-Making in Process Management Systems Journal of Manufacturing Systems74, 690–702 (Jun 2024)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:06.786543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8c8cbc3f-d5c0-40af-b748-4419ce5ccad4 · outbound

This paper cites an unresolved cited work.

GymPN: A Library for Decision-Making in Process Management Systems Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-06T22:53:06.293929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 09a6ffa0-a26f-436d-8471-f05bfedd0a45 · outbound

This paper cites In: Marrella, A., Resinas, M., Jans, M., Rosemann, M.

GymPN: A Library for Decision-Making in Process Management Systems In: Marrella, A., Resinas, M., Jans, M., Rosemann, M

Reference 11

Resolution: verified exact; doi, observed 2026-08-06T22:53:06.185121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 33ec30d2-205e-4d38-966a-2fd8a9c3b740 · outbound

This paper cites Automated decision-making for dynamic task assignment at scale.

GymPN: A Library for Decision-Making in Process Management Systems Automated decision-making for dynamic task assignment at scale

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:53:06.050345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5c77eb3e-aa89-43d4-a763-d622dc84b2d0 · outbound

This paper cites A Rollout-Based Algorithm and Reward Function for Resource Allocation in Business Processes.

GymPN: A Library for Decision-Making in Process Management Systems A Rollout-Based Algorithm and Reward Function for Resource Allocation in Business Processes

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:53:05.912682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be61b209-150b-4d64-bebe-0c0051f1df84 · outbound

This paper cites Elsevier, Waltham, MA, 1st edition edn.

GymPN: A Library for Decision-Making in Process Management Systems Elsevier, Waltham, MA, 1st edition edn

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:06.658365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6aa5fc28-4761-4405-b292-018f92fedaae · outbound

This paper cites SN Computer Science1(6) (Nov 2020), publisher: Springer Science and Business Media LLC GymPN: A Library for Decision-Making in Process Management Systems 17.

GymPN: A Library for Decision-Making in Process Management Systems SN Computer Science1(6) (Nov 2020), publisher: Springer Science and Business Media LLC GymPN: A Library for Decision-Making in Process Management Systems 17

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:06.539970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 161f84aa-d154-4496-a5cc-9aa61d572116 · outbound

This paper cites The MIT Press, second edn.

GymPN: A Library for Decision-Making in Process Management Systems The MIT Press, second edn

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:06.435984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f56d0730-d9c2-471c-966a-7335f528fad3 · outbound

This paper cites Gymnasium: A Standard Interface for Reinforcement Learning Environments.

GymPN: A Library for Decision-Making in Process Management Systems Gymnasium: A Standard Interface for Reinforcement Learning Environments

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:53:05.647582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8cc9529-bdd6-4ec0-ae20-ebed28e850df · outbound

This paper cites Distributed and Parallel Databases14(1), 5–51 (2003).

GymPN: A Library for Decision-Making in Process Management Systems Distributed and Parallel Databases14(1), 5–51 (2003)

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:53:05.705999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.