Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T05:41:06.307482Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 2 inbound Pith citation observations for arXiv:2412.17298.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T05:41:06.307482Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T23:50:49.737612Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-22T14:04:53.196281Z
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9bd41d24-b43f-411b-af10-2d6ec1b892cc · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Abridge: Medical conversation summarization,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9b8665cd-0c4e-4fa6-a245-3b3a09efd313 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Multi-language software development in the llm era: Insights from practitioners’ conversations with chatgpt,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3602824d-c5f2-43a1-b710-776d31b0631b · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Semantic scholar,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 79f84304-8273-4bc6-b55c-0d637324bb98 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories GPT Store Statistics & Facts,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e0e6acbc-9a6c-4351-92b5-56b1dc86ba44 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Demystifying Issues, Causes and Solutions in LLM Open-Source Projects
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c206844-7466-4356-9e1f-39c1f4677b81 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Corbin and A
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2a4575bd-7fdd-47ee-8799-24c0afa9c221 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Exploring Prompt Engineering Practices in the Enterprise
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d85d3d50-2d2b-41a1-b425-92c9237b695d · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Fira: fine-grained graph-based code change representation for automated commit message generation,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f27770ab-fb51-436e-ac8b-080897966f5d · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories The Llama 3 Herd of Models
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55bb921d-859e-4291-9873-4d9355c60111 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories A comparison of features for automatic readability assessment,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0c255de1-08e6-4caa-a121-ef8a41008a21 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 388b8f7b-5961-4a18-bbb8-5acdc001f541 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories What makes good in-context demonstrations for code intelligence tasks with llms?
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdec5009-978b-442e-9fd6-607476b375c6 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories GitHub Copilot,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e55fc0d6-2dc2-4d42-99b5-11a6041bc525 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Rethinking software engineering in the era of foundation models: A curated catalogue of challenges in the development of trustworthy fmware,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b23f21e4-b1c0-46b0-9204-455b7ec4406c · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Quantifying the Persona Effect in LLM Simulations
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aac0f0c4-82b1-43a8-869b-f2db5198d4f8 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Ibm watson assistant,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e9f82e4d-fea1-4eda-89ea-cad8486a6a6c · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Context Conquers Parameters: Outperforming Proprietary LLM in Commit Message Generation
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24018a7e-d3e4-4416-8498-915d263b9328 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Inc., “Cursor,” 2024, version 1.0
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 36f2e5ec-2dc8-4899-a549-4983b6dafb89 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Elicit: The ai research assistant,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1ec443c1-5108-43f8-9d92-e06fbe8beadf · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Research rabbit,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e3f40e59-0c09-48b4-b198-4c50c6f00059 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Tabnine: Ai code assistant,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c9e26515-2568-4bfb-a45f-047f2b56a4b5 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Infermedica: Medical triage and symptom checker,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 87094b24-249d-4a1c-99d6-b1fa93247ea4 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee4aad15-e074-40e3-b4cd-1486aa3c3666 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories The promises and perils of mining github,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80a54fc2-bca4-4394-b985-435a4c8d5ff1 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Kai-gpt: Banking’s first purpose-built language model,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c2da7f6d-ac4c-4888-a0ef-c7b827269a7e · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Label Studio,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation aed18741-c5e1-42b5-873c-003cda8832db · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories The measurement of observer agreement for categorical data,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1d48de8-adcf-4878-84f6-8ec4427a9d00 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Only diff is not enough: Generating commit messages leveraging reasoning and action of large language model,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fbcf8bed-f946-4a04-aad8-8f441aa1212c · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 125ee8d9-497a-4603-8078-e7953d962e57 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories SPELL: Semantic Prompt Evolution based on a LLM
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1308ca67-01fa-4589-abd5-7c7583aab961 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Prompts Are Programs Too! Understanding How Developers Build Software Containing Prompts
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f023043-7aaf-4da7-a2ba-4b805a1d3014 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories A large-scale survey on the usability of ai programming assistants: Successes and challenges,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2473ad4-955b-4f1b-841b-f9ee36292be1 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Rouge: A package for automatic evaluation of summaries,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bae1a4b-746d-40e8-afba-e3616cdf5f03 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Atom: Commit message generation based on abstract syntax tree and hybrid ranking,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5df58066-c05d-4bbc-9103-41561fe063a6 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3d9b3be-37be-4115-bb8f-a44a26658a1b · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c9b10ed-a668-4e73-88b9-d3bc20ac315c · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Coregen: Contextualized code representation learning for commit message gener- ation,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 640d8b38-e811-44f6-8e24-5f0d7e3c716c · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Nuance dax: Ambient clinical intelligence,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5d212da5-08f2-48ce-a85e-5da8b5aec779 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories An empirical study of the non-determinism of chatgpt in code generation,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7f3fdd58-773c-4f85-ab42-9c49d92c7c13 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Phantom: Curating github for engineered software projects using time- series clustering,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 65c4b38f-7bf5-4df3-8a80-00dd7baa6ded · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Promptset: A programmer’s prompting dataset,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 147680cd-10c8-4bb5-bed0-684d92c8d5e7 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories The probabilistic basis of jaccard’s index of similarity,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 228f372a-0e9f-4e93-9fa8-fb0602b0c1d6 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44ee1bbc-37c9-4789-8271-221cfb40d863 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Future of software development with generative ai,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 794be351-a5e9-4b4d-b6cb-babead781e60 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories The Prompt Report: A Systematic Survey of Prompt Engineering Techniques
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c1500e9-bfdb-4de7-aeed-b578451e4ff3 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Prompt Engineering or Fine-Tuning: An Empirical Assessment of LLMs for Code
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fcb897b3-c618-4bcb-91e3-8fd3d52843a8 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Basics of qualitative research techniques,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2dafc95-b13f-48e3-878e-3a6d8232b359 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories How do software engineers understand code changes? an exploratory study in industry,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 738255f8-c739-4482-b83a-76ee3539118e · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Report from an experiment: Impact of documentation on maintenance,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 54a4b397-eba4-486d-a4f6-2b3160e993da · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Unveiling chatgpt’s usage in open source projects: A mining-based study,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 304a8fc1-cc43-4f43-812b-17a04c49e98a · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Large Language Models as Software Components: A Taxonomy for LLM-Integrated Applications
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23ca0d4b-764c-483d-b599-02acc8e2870b · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Chain-of-thought prompting elicits reasoning in large language models,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6de4c20-29ec-442b-86a5-ece9fbd0c34e · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7788ee28-7ec2-4ff3-94bb-c0e5e4fe71f6 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories BloombergGPT: A Large Language Model for Finance
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8af9ead5-9ea5-4de6-85b6-98a692ba7696 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories SIFiD: Reassess Summary Factual Inconsistency Detection with LLM
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a1cf4fda-1de8-48b1-a3a3-781014cd61b2 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Detecting code comment inconsistencies using llm and program analysis,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 219644f0-9d3d-49ac-a3d9-2a0c8c23efe2 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Available: https://api.semanticscholar.org/CorpusID: 257079092
Reference 2023
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 944a0a02-01fb-4252-9668-3467def95fc2 · outbound
Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Available: https://api.semanticscholar.org/CorpusID: 270559976
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f37bb2d3-07be-41c6-94a6-b6b95002673e · inbound
What Prompts Don't Say: Understanding and Managing Underspecification in LLM Prompts Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c4b02be5-ae87-415b-9144-bf7ea667891a · inbound
Secure Code Generation at Scale with Reflexion Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.