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Paper Citation Record · LEDGER

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation

As of 11 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2607.01980.

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

pith.paper-citation-record.v1
2607.01980 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-03T08:58:49.065657Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

20 of 20 outbound references displayed

  • verified exact4
  • verified fuzzy13
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2f5e3151-d9dc-461b-b2a0-49b791abe9e3 · outbound

This paper cites In: Generative AI for Effective Software Development, pp.

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation In: Generative AI for Effective Software Development, pp

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.119581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:877a5103ba70b99fd58e09c134e504f1259d4dbfa647e5c29f8e6137978d8a9c

Observation 3aec24df-dc3b-4a55-801e-c77abcc16447 · outbound

This paper cites In: 2018 IEEE 25th Inter- national Conference on Software Analysis, Evolution and Reengineering (SANER).

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation In: 2018 IEEE 25th Inter- national Conference on Software Analysis, Evolution and Reengineering (SANER)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.117687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:1ef8854953c053f30b30fa5475fc2bb04eaeaae97e5976dfe78aa9cb8404d701

Observation 91c84b8a-a070-4fe6-b075-8cbb4a252917 · outbound

This paper cites Journal of Systems and Software203, 111749 (2023) 16 S.

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation Journal of Systems and Software203, 111749 (2023) 16 S

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.114052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:0871933b4844833323f39de0bcb1c7a19d3db72582c1c4e91058ebe6b818df43

Observation 87ff193f-7a7d-4cd1-984a-9a58d479e611 · outbound

This paper cites an unresolved cited work.

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-07-05T10:20:58.112324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:d910a5595ed142e9ff30e8537931f1c125525be0ae8ae52b7cb80f9229d4257b

Observation 215a95d8-808e-4035-adcd-06f797771bb5 · outbound

This paper cites In: Proceedings of the 25th International Requirements Engineering Conference (RE).

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation In: Proceedings of the 25th International Requirements Engineering Conference (RE)

Reference 5

Resolution
verified exact
doi, observed 2026-07-03T09:07:47.048539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:734efd8dd5d3d3f02d5ceb7216e44c5beea3febb1f93076fc471639addc33329

Observation 48c27307-889c-4d37-89dd-84e86726edd3 · outbound

This paper cites In: 2025 IEEE/ACM International Conference on Automation of Software Test (AST).

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation In: 2025 IEEE/ACM International Conference on Automation of Software Test (AST)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.115853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:e42c8c9d02e7c5d899007ee5ac39f89f48f0c4d061dcbf72906829d0e69f15e8

Observation 7244ca39-675c-4a12-8d56-2f9862133570 · outbound

This paper cites Information and Software Technology p.

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation Information and Software Technology p

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.121404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:ef5c4f69a6b7198887c91e2bff81de1b479912b274bb985d1f072cc70318c9a3

Observation 0f004543-7b4e-49f2-9ca1-7d85526cb222 · outbound

This paper cites Requirements Engineering3(2), 84–90 (1998).

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation Requirements Engineering3(2), 84–90 (1998)

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.125208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:9a5e2163f0a0ee42e8df5626d891d30a971679224d1d6baaed853e0c876264c5

Observation a3fe7f32-6f28-4d4c-9086-d55188b500ce · outbound

This paper cites IEEE Access (2024).

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation IEEE Access (2024)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.110597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:12b74bb91b26ddbf6f0f00677a7951dda817630e2f4e1c06c03c13a381c5b3ae

Observation e4ae7ae9-f82f-4334-9265-6eb0c5fa195c · outbound

This paper cites Requirements engineering 21(3), 383–403 (2016).

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation Requirements engineering 21(3), 383–403 (2016)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.123375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:13d1d13553a8c9e5158c66983a298c3eece0e8435aa36bb9252c9120f47deed6

Observation 066d51bb-4837-4d05-8a0f-32ec99297889 · outbound

This paper cites Better Software Magazine.[Online].

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation Better Software Magazine.[Online]

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.127034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:08322e72624072bb56055c6fc840db05f87a9d236551a495619e9b7d9ec1d946

Observation 8ac7ead7-f918-4f4c-9daa-3c9a5e7f4760 · outbound

This paper cites In: Proceed- ings of the Conference on the Future of Software Engineering (ICSE 2000).

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation In: Proceed- ings of the Conference on the Future of Software Engineering (ICSE 2000)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.130673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:335750e3d5cdecf06a83e94300d4a56437772c982c52e644c188e8d92420fce5

Observation 815a2b2e-3628-42b0-8c3c-62870db25f7b · outbound

This paper cites GPT-4 Technical Report.

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation GPT-4 Technical Report

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-07-03T09:07:47.301928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:cfd428766c03ac70da4f58591aa64db940514efe8c9a153cfb6ceeb43e0168fd

Observation 1cd56f4a-0d14-433c-8037-867a8b0cb916 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation Robust Speech Recognition via Large-Scale Weak Supervision

Reference 14

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T09:07:47.299679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:943dbe6feb122bb0aad42d28f916fe75e2711817087acfc9516c7c137c8e00fb

Observation bc27db19-ae93-4d30-9a67-57a513f93207 · outbound

This paper cites TimeLess: A Vision for the Next Generation of Software Development.

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation TimeLess: A Vision for the Next Generation of Software Development

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-07-03T09:07:47.304700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:f0a54a0839cf3c3698a048912b9a94418621cc2d100321e37fe38f9afd3867aa

Observation 4c9717f1-f76b-43de-a393-3365f4d6c188 · outbound

This paper cites Shahin, M.

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation Shahin, M

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T09:07:47.044034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:da8d3e32346c4568ca996712bb900ba350be917e57eca3265507df2d8ec63521

Observation acf5a3d2-bb97-4fc7-b4f7-69a3588a998b · outbound

This paper cites In: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP).

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation In: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.132432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:89882d75cfff5a441e842ea0f47c9f93cdcbdade0ad9190fcdbb51b7fdb0cc2c

Observation 340f6bf6-345d-4f97-abce-a466860f0d5e · outbound

This paper cites Lecture Notes in Business Information Processing, vol.

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation Lecture Notes in Business Information Processing, vol

Reference 18

Resolution
verified exact
doi, observed 2026-07-03T09:07:47.046513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:120ab5605f2d6a5451c98f62153e0927fae5a230229f0df4e79ebd1096021490

Observation 48a309ec-4a96-4efe-bc03-69ecfda6be5d · outbound

This paper cites Simon and Schuster (2023).

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation Simon and Schuster (2023)

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.134125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:e1d596c3c458969ce3b471b03cf5aa7fb07e9e356b4b9d6d23c05156cfa0d77c

Observation d0b0fe4c-f01c-46f4-b5c4-61bca5a6dee6 · outbound

This paper cites In: Proceedings of the 37th EUROMICRO Conference on Software Engineering and Advanced Applications (SEAA).

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation In: Proceedings of the 37th EUROMICRO Conference on Software Engineering and Advanced Applications (SEAA)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:20:58.128868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-03T08:58:49.065657Z digest=sha256:8e3538cf358338b9406ca5799e0b868b4e08a0fbb31e442e549b22777a664dc8

Pith citing papers

No inbound Pith citation observations are available.