Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:38:40.318833Z
Paper Citation Record · LEDGER
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools
As of 22 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2504.12211.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
51 of 51 outbound references displayed
- verified exact1
- verified fuzzy6
- unresolved44
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ce5b8a7d-ce6c-43f3-beda-27e81905e938 · outbound
This paper cites Beatty and Gordon B.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Beatty and Gordon B
Reference 1
- Resolution
- verified exact
- doi, observed 2026-08-16T12:38:40.450101Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0c344e08-412e-485f-aef2-135bc465e20b · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:39.840542Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8709ff18-e443-4e25-89bc-ce3d2ad577cc · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:42.501365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5a7c1753-63a9-407e-af3c-debd9357c34e · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:42.459507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a4b5bf1a-e6fb-40af-a15d-deea63625bc8 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:42.349885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 006380cf-e0a7-4f93-b663-aa212ba38982 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:39.856750Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8091a634-7b87-4c98-8cca-6fc6aee1e5bc · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:39.861888Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 906f22a1-3a29-4b7d-8de0-43e933ff05a0 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:42.339882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 83add673-9ec9-4b5d-b911-e853deb3bbc2 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:39.869329Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39a1f523-1c60-4127-a3c0-4328e774d535 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:42.322103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7b991b1b-2663-405e-96bf-4355f1abec7f · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:42.151737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4c758bb1-9a32-43fa-89b7-ce7a70d4ef14 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:39.879560Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06384a71-0e13-4b38-b9ad-cca23bf20f79 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:42.139857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 58cb1ac5-2a2c-43c6-8463-f9676d44d3ab · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:42.128544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9815736b-f16f-4815-8295-f8b69725c9ce · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.984845Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 98e6c3c0-5499-4436-ba26-e4496b5583cc · outbound
This paper cites Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:39.896633Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed828a39-a83e-441a-8c8b-69fa2d77c816 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.973483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 29f90700-f0d4-4870-80f0-d52c1c62ac16 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.961815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 831ead69-c723-4b0b-a168-7c051b2f073e · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.848328Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 95429ed0-dce1-4b8a-a0d8-1269997c2451 · outbound
This paper cites How much does AI impact development speed? An enterprise-based randomized controlled trial.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools How much does AI impact development speed? An enterprise-based randomized controlled trial
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:40.034038Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6814cadd-8f37-4067-af34-011f79708063 · outbound
This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools The Impact of AI on Developer Productivity: Evidence from GitHub Copilot
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:40.037952Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cb62192-e0c0-4c1e-9c80-a3f63b4a82b9 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.807151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 307224c9-01c7-4e56-8799-1b3168885240 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.737644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 110014b0-c94c-4010-b4ad-1cdd39b8e0a1 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:40.048617Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4011d5f-4235-419c-94c7-dbbfb71861ca · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.645566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 11fd74b4-cb82-416c-a9a4-63172d72f19c · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.634505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c36805f2-15ee-4bef-b0d4-48f785e424be · outbound
This paper cites Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:40.055241Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation faebb351-0a80-46e2-9ae4-d1e4ccbf64e3 · outbound
This paper cites Agents in Software Engineering: Survey, Landscape, and Vision.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Agents in Software Engineering: Survey, Landscape, and Vision
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:40.066433Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6dbf0b08-e2a6-4933-b652-72edd1f7ff3b · outbound
This paper cites Glassman.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Glassman
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:40.062433Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72526743-7053-4ae4-a12f-7c2b2f77e525 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:40.074523Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bceff213-5a9a-44f2-9f7f-c60c1c4d2d99 · outbound
This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Gomez, Łukasz Kaiser, and Illia Polosukhin
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:38:41.569997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d66c343a-ac60-4b7d-bd03-805c254b7ecb · outbound
This paper cites In Proceedings of the 35th International Conference on Software Engi- neering and Knowledge Engineering (SEKE2023, Vol.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools In Proceedings of the 35th International Conference on Software Engi- neering and Knowledge Engineering (SEKE2023, Vol
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:38:40.104830Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 083bfd4b-46cc-40a9-a8a5-2663aa0ce776 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.473370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fe243b43-290b-476e-9249-5264b7ac0797 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.463179Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0b7da22b-863e-4147-a44a-824e5d13fd5a · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.451041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8e1b3026-b865-4c0d-bfcd-17c2f816974a · outbound
This paper cites Table 3: Questions about openness to AI tools Question Source Cog tested? Rationale How favorable is your stance on using AI tools as part of your development workflow?.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Table 3: Questions about openness to AI tools Question Source Cog tested? Rationale How favorable is your stance on using AI tools as part of your development workflow?
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:38:41.272285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f25c84e7-5df4-43b6-aa86-f057c8ff549f · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.260908Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e7910c41-641e-45dd-8cb5-13b0f3b09032 · outbound
This paper cites I have security concerns about using AI generation services.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools I have security concerns about using AI generation services
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:38:41.249245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 15cede28-e0fa-4928-85b1-5a49faefd625 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.237574Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5eb39d9c-b59a-4fb7-9208-a3cf6c347ae6 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.086892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 09f242c1-778f-4d0f-a728-e39c17318f95 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.022165Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 627f6542-1aaa-4889-bad3-7d69ae75e276 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.011230Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 615fe1b4-24a7-4646-976d-802b52702d5f · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:41.000096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3d07d002-aa0c-4a5a-9234-2b08c3207b28 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:40.956833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 488a4431-7ed9-4b7f-a780-bcaef1b90f1a · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:40.946349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 735b7e9e-7357-4448-bb17-26b44f2bd373 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:40.933427Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 60b07836-c275-464c-80b5-74d0b2089b29 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:40.863426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9961b57f-fe11-43a0-a679-46bd462c3d99 · outbound
This paper cites an unresolved cited work.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:38:40.773434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 752279ba-f256-4b3a-809f-d2fc3e489200 · outbound
This paper cites If you don’t have an opinion about this, please just say so.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools If you don’t have an opinion about this, please just say so
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:38:40.763810Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 47893c71-8fa4-46c4-a1ac-2fc6eec29bd4 · outbound
This paper cites AI” and “no AI.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools AI” and “no AI
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:38:40.752464Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9af7596f-293f-4e5f-a383-2e5ebc67f6e4 · outbound
This paper cites Accessed: 2024-07-10.
Creating benchmarkable components to measure the quality ofAI-enhanced developer tools Accessed: 2024-07-10
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:38:42.116830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
No inbound Pith citation observations are available.