Paper Citation Record · LEDGER

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2507.09220.

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

pith.paper-citation-record.v1
2507.09220 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:05:31.906627Z

measured 36 of 36 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

36 of 36 outbound references displayed

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verified fuzzy33
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 443a7443-9bd9-498b-a98a-8bea5e5473b5 · outbound

This paper cites From requirements to UML models and back: How automatic processing of text can support requirements engineering,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation From requirements to UML models and back: How automatic processing of text can support requirements engineering,

Reference 1

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Observation 269823d4-206e-4f56-b31d-7dee925d86ed · outbound

This paper cites Requirements Engineering: A roadmap,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Requirements Engineering: A roadmap,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:38.935333Z

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

Observation 68a991ed-15e6-40bf-9a61-67137f3e192f · outbound

This paper cites Requirements traceabil- ity technologies and technology transfer decision support: A systematic review,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Requirements traceabil- ity technologies and technology transfer decision support: A systematic review,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:38.683710Z

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Observation 83fdbf2f-104b-43e3-a9d3-449fe343adec · outbound

This paper cites Requirements engineering in automotive development-experiences and challenges,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Requirements engineering in automotive development-experiences and challenges,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:38.448882Z

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Observation c172ecfd-88f3-4dab-bd18-5586227412f1 · outbound

This paper cites Challenges of working with artifacts in require- ments engineering and software engineering,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Challenges of working with artifacts in require- ments engineering and software engineering,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:38.129639Z

Source-reported events for the cited work

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Observation 09497f3c-2f9f-4886-b4f1-c68d3a30e93c · outbound

This paper cites From requirements to code: A full model-driven development perspective,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation From requirements to code: A full model-driven development perspective,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:37.880734Z

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 2b365a21-5585-49fb-85da-08fd25c67a04 · outbound

This paper cites Aurum and C.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Aurum and C

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:37.656130Z

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 8a3874fd-5bf1-4d02-bc42-57d3f315a9a4 · outbound

This paper cites An NLP approach for cross-domain ambiguity detection in requirements engineering,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation An NLP approach for cross-domain ambiguity detection in requirements engineering,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:37.238162Z

Source-reported events for the cited work

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Observation 1c400561-cd9f-4cef-8e1a-9b94d5a84eb1 · outbound

This paper cites Software testing with large language models: Survey, landscape, and vision,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Software testing with large language models: Survey, landscape, and vision,

Reference 9

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Source-reported events for the cited work

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Observation 5f5d3300-d565-44bc-9bed-fc53efdc93ae · outbound

This paper cites Natural language processing for requirements engineering: A systematic mapping study,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Natural language processing for requirements engineering: A systematic mapping study,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:36.993864Z

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 11684529-a88a-4cd7-9ed0-cf892d1ec2fd · outbound

This paper cites AI-based ques- tion answering assistance for analyzing natural-language requirements,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation AI-based ques- tion answering assistance for analyzing natural-language requirements,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:36.733330Z

Source-reported events for the cited work

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Observation a44870a1-c61f-4b19-93f2-71ed9c813409 · outbound

This paper cites Machine learning in requirements engineering: A mapping study,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Machine learning in requirements engineering: A mapping study,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:36.521761Z

Source-reported events for the cited work

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Observation 3f09048b-2107-443c-bb33-8c165734c4c0 · outbound

This paper cites Large language models for software engi- neering: A systematic literature review,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Large language models for software engi- neering: A systematic literature review,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:36.293818Z

Source-reported events for the cited work

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Observation 879bece6-13c6-476e-890e-b2ca3a3edfb7 · outbound

This paper cites Exploring explainability: A definition, a model, and a knowledge catalogue,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Exploring explainability: A definition, a model, and a knowledge catalogue,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:36.073410Z

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Observation 78488e53-b44c-46c3-8ab7-ba1513ca8e88 · outbound

This paper cites Explainability as a non-functional requirement: challenges and recommendations,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Explainability as a non-functional requirement: challenges and recommendations,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:35.841818Z

Source-reported events for the cited work

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Observation 4d951a14-3ac2-4059-8d68-7d6ed8a4ec20 · outbound

This paper cites On the assessment of generative ai in modeling tasks: an experience report with chatgpt and uml,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation On the assessment of generative ai in modeling tasks: an experience report with chatgpt and uml,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:35.647089Z

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 ccd41832-d15c-462e-9c5c-7ab1a7aff368 · outbound

This paper cites Automated, interactive, and traceable domain modelling empowered by artificial intelligence,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Automated, interactive, and traceable domain modelling empowered by artificial intelligence,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:35.432298Z

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 67eecb23-2f2e-494a-98a7-a6a36acfbfe3 · outbound

This paper cites Generating sequence diagram from natural language requirements,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Generating sequence diagram from natural language requirements,

Reference 18

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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 931462a7-36fe-406a-b315-f89675efd686 · outbound

This paper cites An active learning approach for improving the accuracy of automated domain model extraction,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation An active learning approach for improving the accuracy of automated domain model extraction,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:35.015451Z

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 46d84735-a72a-4200-be4b-f31a7661e271 · outbound

This paper cites Challenges in applying large language models to requirements engineering tasks,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Challenges in applying large language models to requirements engineering tasks,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:34.786759Z

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 e68bbffc-61e9-4bf9-bda1-fdb2af4ddead · outbound

This paper cites Detecting requirements defects with NLP patterns: An industrial experience in the railway domain,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Detecting requirements defects with NLP patterns: An industrial experience in the railway domain,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:34.655988Z

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 33e62a35-b799-456f-ba65-00c96b730d4f · outbound

This paper cites A systematic liter- ature review on using natural language processing in software require- ments engineering,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation A systematic liter- ature review on using natural language processing in software require- ments engineering,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:34.524607Z

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 a877c5f7-ba22-4030-8aea-9252c36ef03b · outbound

This paper cites Practitioners’ perceptions of the goals and visual explanations of defect prediction models,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Practitioners’ perceptions of the goals and visual explanations of defect prediction models,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:34.427459Z

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 f57c642a-5813-46f0-b532-008d8219e19e · outbound

This paper cites Transparency and explainability of AI systems: From ethical guidelines to requirements,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Transparency and explainability of AI systems: From ethical guidelines to requirements,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:34.279157Z

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 d49f3a06-e963-423f-bfef-825b5874f45b · outbound

This paper cites Can requirements engineering support explainable artificial intelligence? towards a user-centric ap- proach for explainability requirements,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Can requirements engineering support explainable artificial intelligence? towards a user-centric ap- proach for explainability requirements,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:34.162739Z

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

Observation d5b79dfd-06c9-421e-ba63-f11fcdc0f174 · outbound

This paper cites Explainable AI for software engineering,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Explainable AI for software engineering,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:34.041780Z

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 5f350442-628b-431f-8455-3cfceae301ad · outbound

This paper cites AI Tool Use and Adoption in Software Development by Individuals and Organizations: A Grounded Theory Study.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation AI Tool Use and Adoption in Software Development by Individuals and Organizations: A Grounded Theory Study

Reference 27

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Source-reported events for the cited work

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Observation 2a69ce4c-cc1a-4e6b-bd0d-798ad5a5c3da · outbound

This paper cites Navigating the complexity of generative ai adoption in software engineering,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Navigating the complexity of generative ai adoption in software engineering,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:33.905173Z

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Observation bcf0d15b-2338-461a-8add-f9989ab69e77 · outbound

This paper cites Classifying ambiguous requirements: An explainable approach in the railway indus- try,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Classifying ambiguous requirements: An explainable approach in the railway indus- try,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:33.774898Z

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 f25ac43e-bdd9-4c35-af08-3c4e69e00993 · outbound

This paper cites Designing NLP-based solutions for requirements variability management: Experiences from a design science study at visma,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Designing NLP-based solutions for requirements variability management: Experiences from a design science study at visma,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:33.656411Z

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 1ed51096-fdc2-45fc-8457-c9af130420cd · outbound

This paper cites User stories and natural language processing: A systematic literature review,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation User stories and natural language processing: A systematic literature review,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:33.518520Z

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 403e4c7a-779d-42da-8772-d20570b3e828 · outbound

This paper cites Applications of natural language process- ing in software traceability: A systematic mapping study,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Applications of natural language process- ing in software traceability: A systematic mapping study,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:33.348918Z

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 7b864bfa-85df-4f6f-ba0c-895afd5ffeb4 · outbound

This paper cites The use of nlp-based text representation techniques to support requirement engineering tasks: A systematic mapping review,.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation The use of nlp-based text representation techniques to support requirement engineering tasks: A systematic mapping review,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:33.108705Z

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 8b62761d-8c2b-4888-85f1-35b15ebcc167 · outbound

This paper cites Convenience sampling, random sampling, and snowball sampling: How does sampling affect the validity of research?.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Convenience sampling, random sampling, and snowball sampling: How does sampling affect the validity of research?

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:32.851100Z

Source-reported events for the cited work

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Observation 66ffcf5d-4231-4f21-b6e7-c81785fed6a7 · outbound

This paper cites Charmaz, Constructing grounded theory: A practical guide through qualitative analysis.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Charmaz, Constructing grounded theory: A practical guide through qualitative analysis

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:05:32.553780Z

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 994df5ac-b62e-45e1-94db-5e63e8ec30f5 · outbound

This paper cites an unresolved cited work.

Explainability as a Compliance Requirement: What Regulated Industries Need from AI Tools for Design Artifact Generation Unresolved cited work

Reference 36

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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.

Pith citing papers

No inbound Pith citation observations are available.