Paper Citation Record · LEDGER

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT

As of 20 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 5 inbound Pith citation observations for arXiv:2412.03693.

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

pith.paper-citation-record.v1
2412.03693 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:14:55.302504Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:14:55.302504Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T13:46:37.170394Z

Reference resolution

33 of 33 outbound references displayed

verified exact3
verified fuzzy1
unresolved25
parse uncertain0
malformed identifier4
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3cb87a97-c4f7-4813-8d7e-0bb7de81f0e3 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-11T22:14:55.809742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation daa30926-a732-4b68-ae5b-d5d0b6e64c00 · outbound

This paper cites IEEE Standard for Software and System Test Documen tation - Redline.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT IEEE Standard for Software and System Test Documen tation - Redline

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:14:59.066011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 539c8965-96c7-42e3-b4f9-9446ade8e356 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-11T22:14:55.768735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 29ccd040-ad74-4b78-9453-30e7f09ac002 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:14:59.013420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2e648cbf-74f7-40f7-bf19-9ac49b0590d6 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:14:58.954748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2c38c2fa-73ab-4a11-a1ea-766015b29073 · outbound

This paper cites Unleashing the potential of prompt engineering for large language models.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unleashing the potential of prompt engineering for large language models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:54.812017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 072fb8bd-9b7f-4c4b-aaeb-11320ec55edf · outbound

This paper cites Dias-Neto and Guilherme H.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Dias-Neto and Guilherme H

Reference 7

Resolution: malformed identifier; doi_truncated, observed 2026-08-11T22:14:55.669136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 13bba754-af8e-4ba5-8e0f-0d6a91c26c46 · outbound

This paper cites A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:54.870259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aae74153-14fa-49dd-8fe0-ef28904bd5e1 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:54.889869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c159e18-2ced-4dc0-8bda-cc3080980c83 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:14:58.894758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7204b2a8-36fb-4e5a-8473-c84677123072 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 11

Resolution: malformed identifier; no resolver link, observed 2026-08-11T22:14:54.932841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a13574b-a281-4cb2-9cb1-65f00835dc63 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:14:58.824748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bad83334-44bc-40cd-bf05-2a35d0872269 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:54.967566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb0e252f-37fb-4a5d-ac34-4fe38e266fe6 · outbound

This paper cites SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:54.992129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7620c2ef-0559-4a54-8f75-f4e1782ea2c2 · outbound

This paper cites Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:55.006465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dc71bcd-0732-4322-8bef-6f40f91a98d6 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:14:58.742419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation eb7df591-d0e3-4bf9-ab12-d8c2ca6b724a · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:55.028026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d233acc0-eba6-488e-a271-965c36b7108c · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 18

Resolution: malformed identifier; no resolver link, observed 2026-08-11T22:14:55.037969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e98081fe-fa43-46e8-9fa8-a385d9087e67 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:14:58.564751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8231171f-72e9-4996-9cd5-33325088da00 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:14:58.354834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 77d8ada2-39a7-48a3-8423-f36623954feb · outbound

This paper cites Automated User Story Generation with Test Case Specification Using Large Language Model.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Automated User Story Generation with Test Case Specification Using Large Language Model

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:55.079455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cbf0078-4b0c-431b-abfd-393ac80c6cba · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 22

Resolution: malformed identifier; no resolver link, observed 2026-08-11T22:14:55.093788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 724cbec6-c341-4ee0-9373-db848edcdd8e · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:55.127177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7879ef5-1f5a-4899-bcf2-56a9d4ed4c4a · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:14:58.194748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation eba2a602-1ae1-4b68-aa33-b4a4bbf9c04c · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:14:58.044859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2c0fcf94-3ed5-4403-b1fc-bfabfdf101d7 · outbound

This paper cites Rizwan Beg.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Rizwan Beg

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:55.162613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2373a620-a39b-4706-9700-0bb929b79b02 · outbound

This paper cites Automatic Generation of Acceptance Test Cases from Use Case Specifications: an NLP-based Approach.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Automatic Generation of Acceptance Test Cases from Use Case Specifications: an NLP-based Approach

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:14:56.604747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0d547521-1298-4074-89c3-a98dd1f5deea · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:55.190687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b9f62b0-a050-4977-9880-9377c755d269 · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:14:57.924800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 32f1cc6a-e5d2-4221-b703-6ec35ada5010 · outbound

This paper cites ChatGPT Prompt Patterns for Improving Code Quality, Refactoring, Requirements Elicitation, and Software Design.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT ChatGPT Prompt Patterns for Improving Code Quality, Refactoring, Requirements Elicitation, and Software Design

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:55.221386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9403419-eb33-4a94-955b-1adf3832b2fc · outbound

This paper cites an unresolved cited work.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:14:57.803063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ccec25f4-f4e2-4eae-bbff-55bcaa2972f7 · outbound

This paper cites System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:55.302504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e08a5bc-38ce-4dee-865e-68e098a03e4c · outbound

This paper cites In 23rd IEEE International Conference on Software Quality, Reliability, and Security, QRS 2023, Chiang Mai, Thailand, October 22-26, 2023.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT In 23rd IEEE International Conference on Software Quality, Reliability, and Security, QRS 2023, Chiang Mai, Thailand, October 22-26, 2023

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:55.278567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ccec25f4-f4e2-4eae-bbff-55bcaa2972f7 · inbound