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Paper Citation Record · LEDGER

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories

As of 15 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 3 inbound Pith citation observations for arXiv:2412.17298.

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

pith.paper-citation-record.v1
2412.17298 v2

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:41:06.307482Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:27:20.433794Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T14:04:53.196281Z

Reference resolution

58 of 58 outbound references displayed

  • verified exact2
  • verified fuzzy27
  • unresolved29
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9bd41d24-b43f-411b-af10-2d6ec1b892cc · outbound

This paper cites Abridge: Medical conversation summarization,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Abridge: Medical conversation summarization,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.301507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.053005Z digest=sha256:d534f96aaffef1969b3d908df85df8c531ea1142a8c18af019e12722219fec92

Observation 9b8665cd-0c4e-4fa6-a245-3b3a09efd313 · outbound

This paper cites Multi-language software development in the llm era: Insights from practitioners’ conversations with chatgpt,.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.057501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.057501Z digest=sha256:2c21940c59fa9f12efad3a0aa37fbfd49d534f0388477c52ee812f3b8d099ce8

Observation 3602824d-c5f2-43a1-b710-776d31b0631b · outbound

This paper cites Semantic scholar,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Semantic scholar,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.288351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.061923Z digest=sha256:eaacce29d761b834cf2152aa51be282e91aa3bdf30861ce141aba44ca0dc1af3

Observation 79f84304-8273-4bc6-b55c-0d637324bb98 · outbound

This paper cites GPT Store Statistics & Facts,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories GPT Store Statistics & Facts,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.276664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.065824Z digest=sha256:812cd769dff781bd92fc7cb12f1f9e59520a54a8900a6bbe636ea9e8f07abf27

Observation e0e6acbc-9a6c-4351-92b5-56b1dc86ba44 · outbound

This paper cites Demystifying Issues, Causes and Solutions in LLM Open-Source Projects.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.069782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.069782Z digest=sha256:46db1c9c9d48847adfa21c8ccc42395e09bb3791f83688a84918e9136ed7eed8

Observation 7c206844-7466-4356-9e1f-39c1f4677b81 · outbound

This paper cites Corbin and A.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Corbin and A

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.265620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.073880Z digest=sha256:285efcfebdef0932355759a804c8b7c4e14fb94c1bdf5c8b1771ddef3fde06ec

Observation 2a4575bd-7fdd-47ee-8799-24c0afa9c221 · outbound

This paper cites Exploring Prompt Engineering Practices in the Enterprise.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Exploring Prompt Engineering Practices in the Enterprise

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.077895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.077895Z digest=sha256:632a24d28371c455f44eae885c22324f4c8aea154051193f09895ee210e25d51

Observation d85d3d50-2d2b-41a1-b425-92c9237b695d · outbound

This paper cites Fira: fine-grained graph-based code change representation for automated commit message generation,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.254212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.081891Z digest=sha256:e130e69f327cdd519075e7c2b384b64473a12fea273dfd8cbd6f620ce14f2c62

Observation f27770ab-fb51-436e-ac8b-080897966f5d · outbound

This paper cites The Llama 3 Herd of Models.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories The Llama 3 Herd of Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.085515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.085515Z digest=sha256:ac2bcd3d136b7831f4c17a2d034f054bdccc67c0ff43d263abed4d8e35e386e1

Observation 55bb921d-859e-4291-9873-4d9355c60111 · outbound

This paper cites A comparison of features for automatic readability assessment,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories A comparison of features for automatic readability assessment,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.242660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.089495Z digest=sha256:d22c10bd99be4b7310819a7dfee72551944a72192e0a2788bdec57bb873b0085

Observation 0c255de1-08e6-4caa-a121-ef8a41008a21 · outbound

This paper cites Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.093393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.093393Z digest=sha256:f6a13a69ec775df9ba5751ecf9b4cb378b05e4a73fa62764e0ce9d4283ae547c

Observation 388b8f7b-5961-4a18-bbb8-5acdc001f541 · outbound

This paper cites What makes good in-context demonstrations for code intelligence tasks with llms?.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.097257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.097257Z digest=sha256:80b53172268f4e6a75b5baa51b9f4ddeebb5de7c4bd5404f26f3687787d18ba3

Observation bdec5009-978b-442e-9fd6-607476b375c6 · outbound

This paper cites GitHub Copilot,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories GitHub Copilot,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.223137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.100760Z digest=sha256:e99a46e409ce258db29fa4a5e3b19d255690946e95a093ae6bf8b353c95d376a

Observation e55fc0d6-2dc2-4d42-99b5-11a6041bc525 · outbound

This paper cites Rethinking software engineering in the era of foundation models: A curated catalogue of challenges in the development of trustworthy fmware,.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.104426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.104426Z digest=sha256:9cd057634d0e82e6760c09950bced31b03c9746692bc19da8045ad796fdd1d74

Observation b23f21e4-b1c0-46b0-9204-455b7ec4406c · outbound

This paper cites Quantifying the Persona Effect in LLM Simulations.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Quantifying the Persona Effect in LLM Simulations

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.108023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.108023Z digest=sha256:8402dbe8d5c6683e744f7d495613dcfed2635f436529bb4f4521beb93d70e4a9

Observation aac0f0c4-82b1-43a8-869b-f2db5198d4f8 · outbound

This paper cites Ibm watson assistant,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Ibm watson assistant,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.211083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.112302Z digest=sha256:86bae7a4bdc2df20b1c7b8a8f2e4aecdc1a8865e00a652c9711ec20c4b8f69d1

Observation e9f82e4d-fea1-4eda-89ea-cad8486a6a6c · outbound

This paper cites Context Conquers Parameters: Outperforming Proprietary LLM in Commit Message Generation.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.115992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.115992Z digest=sha256:3a652a5e848f19195e0c057ac530cc24096833d0881ebdc35848efc0655eede1

Observation 24018a7e-d3e4-4416-8498-915d263b9328 · outbound

This paper cites Inc., “Cursor,” 2024, version 1.0.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Inc., “Cursor,” 2024, version 1.0

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.199863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.120179Z digest=sha256:8ef63f27114f9c8600d89939ddbf44f03b68fa46d559e157bb9f2d05d827d2dc

Observation 36f2e5ec-2dc8-4899-a549-4983b6dafb89 · outbound

This paper cites Elicit: The ai research assistant,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Elicit: The ai research assistant,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.188563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.125389Z digest=sha256:77af86b9ef3ac8993b8b91d1a0cfdf7530ed5b0b603a7d5d1c2d3473a481200b

Observation 1ec443c1-5108-43f8-9d92-e06fbe8beadf · outbound

This paper cites Research rabbit,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Research rabbit,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.176321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.129578Z digest=sha256:17f5e99895cc8a58649a785ae0dcd14e0f8385d2778bc646b493026060090ff6

Observation e3f40e59-0c09-48b4-b198-4c50c6f00059 · outbound

This paper cites Tabnine: Ai code assistant,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Tabnine: Ai code assistant,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.164812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.133360Z digest=sha256:fa26a16c165af93bd68d09d08b9c4c316fed17886dab2469a4f2fe15813c3742

Observation c9e26515-2568-4bfb-a45f-047f2b56a4b5 · outbound

This paper cites Infermedica: Medical triage and symptom checker,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Infermedica: Medical triage and symptom checker,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.153230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.137089Z digest=sha256:090a56c0a40bf5c82ad727fe9a9b982dbd4dcf567ea6a5287ff4aa92d458ff67

Observation 87094b24-249d-4a1c-99d6-b1fa93247ea4 · outbound

This paper cites Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.140719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.140719Z digest=sha256:801911a5cbe6efd8f74add184309a1858a89739c5f33ab6faa86f3e8da60791c

Observation ee4aad15-e074-40e3-b4cd-1486aa3c3666 · outbound

This paper cites The promises and perils of mining github,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories The promises and perils of mining github,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.144415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.144415Z digest=sha256:e2ed4eccf53494c36fd37008be9c2683fda13ee048937efe63a8f4d7673e9131

Observation 80a54fc2-bca4-4394-b985-435a4c8d5ff1 · outbound

This paper cites Kai-gpt: Banking’s first purpose-built language model,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Kai-gpt: Banking’s first purpose-built language model,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.141969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.147875Z digest=sha256:59628cae4c74d042591f928b1660ffb163054e1e74b9077b2f7b8a416628df12

Observation c2da7f6d-ac4c-4888-a0ef-c7b827269a7e · outbound

This paper cites Label Studio,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Label Studio,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.130060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.151708Z digest=sha256:38d48d01caa6d3319456f814e27fb4b145fc3ff6bafa08a57ceb98ca69940fa4

Observation aed18741-c5e1-42b5-873c-003cda8832db · outbound

This paper cites The measurement of observer agreement for categorical data,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories The measurement of observer agreement for categorical data,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.166079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.166079Z digest=sha256:778ae2d7c3943ca6718bd8d5931310ea46ebd0213daf28705f7d8d83b8f15a3a

Observation e1d48de8-adcf-4878-84f6-8ec4427a9d00 · outbound

This paper cites Only diff is not enough: Generating commit messages leveraging reasoning and action of large language model,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.109779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.170511Z digest=sha256:508f2baffc0b146dd516d2323e00a3536b7353a964e081512ab8b6d12f8fc25b

Observation fbcf8bed-f946-4a04-aad8-8f441aa1212c · outbound

This paper cites ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.174679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.174679Z digest=sha256:b313406bceaed6d1be21e6633069e0e1d60317a9248fae834550630030c3c9a7

Observation 125ee8d9-497a-4603-8078-e7953d962e57 · outbound

This paper cites SPELL: Semantic Prompt Evolution based on a LLM.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories SPELL: Semantic Prompt Evolution based on a LLM

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:41:06.652204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.179284Z digest=sha256:defe39da9d157663dff724831bfd3762f91cb91d4806e5d4ac075293a7d73362

Observation 1308ca67-01fa-4589-abd5-7c7583aab961 · outbound

This paper cites Prompts Are Programs Too! Understanding How Developers Build Software Containing Prompts.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.183725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.183725Z digest=sha256:4b0af327d52d07b1d91f7c06ba60f11f29d21bb1d5cf8f3a1396802497324b39

Observation 7f023043-7aaf-4da7-a2ba-4b805a1d3014 · outbound

This paper cites A large-scale survey on the usability of ai programming assistants: Successes and challenges,.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.188151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.188151Z digest=sha256:2c6877eb216e236b3fe5109c090a83e6b63a975922a4071462b94966b88a98df

Observation e2473ad4-955b-4f1b-841b-f9ee36292be1 · outbound

This paper cites Rouge: A package for automatic evaluation of summaries,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Rouge: A package for automatic evaluation of summaries,

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.192685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.192685Z digest=sha256:1e42ef690e9708aa84ae94b320dc9a7de1d41904ff3252fe000f27de91db42b1

Observation 1bae1a4b-746d-40e8-afba-e3616cdf5f03 · outbound

This paper cites Atom: Commit message generation based on abstract syntax tree and hybrid ranking,.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.196973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.196973Z digest=sha256:962689fb61af7dfa5a4dcfdf4934423873ec50c59f9028f48f0d4df69334fa87

Observation 5df58066-c05d-4bbc-9103-41561fe063a6 · outbound

This paper cites Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.201557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.201557Z digest=sha256:bdf2916c8560eb22d1dbeade5477978b96fa3225a4464910424eb8b461643fc0

Observation b3d9b3be-37be-4115-bb8f-a44a26658a1b · outbound

This paper cites Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.205924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.205924Z digest=sha256:8a0cc5815b7cdcae634607c642917eba9858b9c2cfa9fe69f7e3b56b323dab66

Observation 8c9b10ed-a668-4e73-88b9-d3bc20ac315c · outbound

This paper cites Coregen: Contextualized code representation learning for commit message gener- ation,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.083442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.210779Z digest=sha256:23fb4744b410c7a35f0e7a5c9e79c588123dd77886812d818619395a01e5a382

Observation 640d8b38-e811-44f6-8e24-5f0d7e3c716c · outbound

This paper cites Nuance dax: Ambient clinical intelligence,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Nuance dax: Ambient clinical intelligence,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.070379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.215507Z digest=sha256:c9515d39d929ddade79875a9122b07b89c0822a5bb1b0ac931a4df6a373b8de9

Observation 5d212da5-08f2-48ce-a85e-5da8b5aec779 · outbound

This paper cites An empirical study of the non-determinism of chatgpt in code generation,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.055080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.219683Z digest=sha256:541fddca057bce260e957d3cc634a18cb275bb2235e5512d2d2138c80c45f856

Observation 7f3fdd58-773c-4f85-ab42-9c49d92c7c13 · outbound

This paper cites Phantom: Curating github for engineered software projects using time- series clustering,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.040297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.223885Z digest=sha256:810406657c2cd93282f6ce484102e179afe8ea752d83e245dac38fcd4c463887

Observation 65c4b38f-7bf5-4df3-8a80-00dd7baa6ded · outbound

This paper cites Promptset: A programmer’s prompting dataset,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Promptset: A programmer’s prompting dataset,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.027332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.228246Z digest=sha256:9d44845a55b4188ba20648358550eba9fcfe78b997674d7407d12ab5fb88b0fd

Observation 147680cd-10c8-4bb5-bed0-684d92c8d5e7 · outbound

This paper cites The probabilistic basis of jaccard’s index of similarity,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories The probabilistic basis of jaccard’s index of similarity,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.013583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.232668Z digest=sha256:4292afd961eeeed2160d52be7e5cca381d83898818b1546466dcffd278cd08b5

Observation 228f372a-0e9f-4e93-9fa8-fb0602b0c1d6 · outbound

This paper cites A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.237174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.237174Z digest=sha256:9bdc81af1d03fac2093f7f507f08434dcfe4e18de8e3416cfeacf19901e4205b

Observation 44ee1bbc-37c9-4789-8271-221cfb40d863 · outbound

This paper cites Future of software development with generative ai,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Future of software development with generative ai,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:07.001073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.241591Z digest=sha256:aea84039d347eefb196c74bf0986302b7aad723adbc69b13be203f27d076bd15

Observation 794be351-a5e9-4b4d-b6cb-babead781e60 · outbound

This paper cites The Prompt Report: A Systematic Survey of Prompt Engineering Techniques.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.245917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.245917Z digest=sha256:471a3b19dfb0dcd2eb69678f9ef70db2314346825fabfe5350b2f236acd2443f

Observation 5c1500e9-bfdb-4de7-aeed-b578451e4ff3 · outbound

This paper cites Prompt Engineering or Fine-Tuning: An Empirical Assessment of LLMs for Code.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.250766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.250766Z digest=sha256:5f13ce67c22ef2441f02426d713f35f434e1f747cf008a92ab940ddcb036f356

Observation fcb897b3-c618-4bcb-91e3-8fd3d52843a8 · outbound

This paper cites Basics of qualitative research techniques,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Basics of qualitative research techniques,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.255904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.255904Z digest=sha256:69bbc02b1b0cc3f52d0255762355cfd6161ff32b23b4f9a5ba96de5888e225d8

Observation d2dafc95-b13f-48e3-878e-3a6d8232b359 · outbound

This paper cites How do software engineers understand code changes? an exploratory study in industry,.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.260337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.260337Z digest=sha256:309ebd9520c59d25b0344be270756cb76941965582418f1e2cb6b58c6d3a3208

Observation 738255f8-c739-4482-b83a-76ee3539118e · outbound

This paper cites Report from an experiment: Impact of documentation on maintenance,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Report from an experiment: Impact of documentation on maintenance,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:06.982305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.265642Z digest=sha256:dfb4a42a6a72737b7123386ad33273cc9a33a7b6bb3b03b748e087731d2e9987

Observation 54a4b397-eba4-486d-a4f6-2b3160e993da · outbound

This paper cites Unveiling chatgpt’s usage in open source projects: A mining-based study,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:06.970640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.269997Z digest=sha256:a731fd3a3b09271c36e6864d264a245978fd9a69a25043325fc1bbc3fc03e46d

Observation 304a8fc1-cc43-4f43-812b-17a04c49e98a · outbound

This paper cites Large Language Models as Software Components: A Taxonomy for LLM-Integrated Applications.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.274741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.274741Z digest=sha256:e7bfd04ed58fcdadbeb25c8c97430bdf252cc2b6d98b6a15c1b368d22050fe3e

Observation 23ca0d4b-764c-483d-b599-02acc8e2870b · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.283913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.283913Z digest=sha256:a0f9f70e468e9b05e202717e1b05f931cfce0248a452a102111c42d38ab8816f

Observation a6de4c20-29ec-442b-86a5-ece9fbd0c34e · outbound

This paper cites A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.288911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.288911Z digest=sha256:03a48809ea78bcb660be2e527f933989400937984f2beb9fdfe181734b0ce2ea

Observation 7788ee28-7ec2-4ff3-94bb-c0e5e4fe71f6 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories BloombergGPT: A Large Language Model for Finance

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.298240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.298240Z digest=sha256:73f4ccfe9e3ddbe86f849e6591cdb8087eb0acd465a5006a018620660ce4d642

Observation 8af9ead5-9ea5-4de6-85b6-98a692ba7696 · outbound

This paper cites SIFiD: Reassess Summary Factual Inconsistency Detection with LLM.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories SIFiD: Reassess Summary Factual Inconsistency Detection with LLM

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:41:06.361394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.302697Z digest=sha256:72d104c18ed1c89fce005dca58ae19ca83f07b22891d16173bda1bbdca936afc

Observation a1cf4fda-1de8-48b1-a3a3-781014cd61b2 · outbound

This paper cites Detecting code comment inconsistencies using llm and program analysis,.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Detecting code comment inconsistencies using llm and program analysis,

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T05:41:06.307482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:41:06.307482Z digest=sha256:2785b1e5e115d772eab89f078d7e8834ce86b79e7a8810063ffb5416a59e83cf

Observation 219644f0-9d3d-49ac-a3d9-2a0c8c23efe2 · outbound

This paper cites Available: https://api.semanticscholar.org/CorpusID: 257079092.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Available: https://api.semanticscholar.org/CorpusID: 257079092

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:06.940331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.293742Z digest=sha256:98ca7d556dda84856836c088bfb6a825b360a1a21f62b764a889a64ac3d1288d

Observation 944a0a02-01fb-4252-9668-3467def95fc2 · outbound

This paper cites Available: https://api.semanticscholar.org/CorpusID: 270559976.

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories Available: https://api.semanticscholar.org/CorpusID: 270559976

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:41:06.959351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:41:06.279638Z digest=sha256:6ca4dfcf083e482b3ea31ca9dc70c61862be497e65f5dcd94f0bc8421fb5b671

Pith citing papers

Observation f37bb2d3-07be-41c6-94a6-b6b95002673e · inbound

What Prompts Don't Say: Understanding and Managing Underspecification in LLM Prompts cites this paper.

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

Resolution
verified exact
arxiv_id, observed 2026-05-22T14:04:53.199874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T14:02:23.311597Z digest=sha256:93049dd6991de6ea688597eadf3c2ec7edbdd6ebec1660e1ae8c1ef2686b578e

Observation c4b02be5-ae87-415b-9144-bf7ea667891a · inbound

Secure Code Generation at Scale with Reflexion cites this paper.

Secure Code Generation at Scale with Reflexion Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-03T23:50:49.737612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T23:50:49.737612Z digest=sha256:3b15381b0fc416f69211b39f49546c2b74ebd5bdceb68afbb099200dbbe58fef

Observation 990fe05f-dd8a-420d-9ccb-ae54a6577a7e · inbound

Why Does CLAUDE.md Keep Growing? Catastrophic Remembering in Agentic Coding cites this paper.

Why Does CLAUDE.md Keep Growing? Catastrophic Remembering in Agentic Coding Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T10:27:20.433794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T10:27:20.433794Z digest=sha256:f62f1b5c08d24e15792304379c7c5728f0ee127b9e44d058d8e490883acd684a