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Paper Citation Record · LEDGER

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle

As of 11 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 2 inbound Pith citation observations for arXiv:2605.13139.

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

pith.paper-citation-record.v1
2605.13139 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-14T18:34:39.997353Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:14:40.967694Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-29T12:43:25.368479Z

Reference resolution

66 of 66 outbound references displayed

  • verified exact22
  • verified fuzzy28
  • unresolved10
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f39a84c-823f-4f0d-97b8-9ca1cf76a4d2 · outbound

This paper cites Claude 4.6 sonnet system card.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Claude 4.6 sonnet system card

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.914350Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:6a463f963c0d7bf1c8b87fc92925363226723e740c66d0b317e958dcbf88487a

Observation 24dc2c11-d7c6-4521-b9d6-e106024ab202 · outbound

This paper cites an unresolved cited work.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-15T23:01:49.956856Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:78358298504df65cd7b4880a2bf8a13c035edbf9bb28f3b6ef27270993c4a539

Observation d4c5bfbc-d48b-4138-abca-e5e90f2810c6 · outbound

This paper cites Claude code.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Claude code

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.941349Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:865be72dbdff2f7ff3befcf6793abafc0175d0c974d92bdf9f8caae56a79dcae

Observation b112b683-aeeb-446e-b940-6b102c5ce529 · outbound

This paper cites Introducing claude opus 4.5.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Introducing claude opus 4.5

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.975076Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:92953da1b2a301e2ebad34b5aaf024b4568033478d28fbb6ec4ddf06fcce529d

Observation 0acde9b6-8974-44b9-87c6-d7fdf97d1b18 · outbound

This paper cites Why Do Multi-Agent LLM Systems Fail?.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Why Do Multi-Agent LLM Systems Fail?

Reference 5

Resolution
metadata mismatch
local_arxiv, observed 2026-05-14T18:37:35.740135Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:1f2e8c2e4207653818d0abd8261e36093414cc41437e6ea287b664474aa27af9

Observation b5a57f9d-55e2-4252-aef0-dbe1af71b807 · outbound

This paper cites Jimenez, John Yang, Kevin Liu, and Aleksander Madry.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Jimenez, John Yang, Kevin Liu, and Aleksander Madry

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.901436Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:38456f228d72656645826007fbeaad4535cfd985e3e84c8943d8d52426c959e0

Observation 2e170f2c-23a6-495d-afa8-27eae894a2fa · outbound

This paper cites Deepseek-v3.2: Pushing the frontier of open large language models.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Deepseek-v3.2: Pushing the frontier of open large language models

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:50.031137Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:cd6419b4b08dc15a23b613f5dfc05d9da7794aea057e023c2594f5350c637dc4

Observation 800defb5-7cfc-4cd9-8999-d1d5a271988f · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-05-14T18:37:35.728961Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:882c9a0ef6e6f62b77cc1e65cd0a8ea4b651997347b95162e2846f95210cf63b

Observation 06d7c0a3-9c97-4644-b93b-5a6fc3091519 · outbound

This paper cites SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-14T18:37:35.647810Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:2af7a40597a00b6322e32a65f35168b2778a4f86dc3bec76d1470dbe567c7c16

Observation 7cf8b928-d7a6-4caa-b8b8-61f34119c575 · outbound

This paper cites Nl2repo-bench: Towards long-horizon repository generation evaluation of coding agents.CoRR, abs/2512.12730.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Nl2repo-bench: Towards long-horizon repository generation evaluation of coding agents.CoRR, abs/2512.12730

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.654299Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:31874092d60e79aea0c044e5985acbd021ff1df6fcace492766d089277b11f6d

Observation 10ea27d6-ad3c-420d-9d3d-96a718860108 · outbound

This paper cites EnvBench: A Benchmark for Automated Environment Setup.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle EnvBench: A Benchmark for Automated Environment Setup

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.670953Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:399095641162750bd4ef522e7b434079a96262159c4a652559d976b5b90553c8

Observation b4512bb2-5f9b-4206-af4a-d2ac7f29c606 · outbound

This paper cites Automatically benchmarking llm code agents through agent-driven annotation and evaluation.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Automatically benchmarking llm code agents through agent-driven annotation and evaluation

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:50.006590Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:509515c9a4d2a730113536d59e6eadc75d4a3bdb14aec6494872b6154ed4a207

Observation bbee0fd7-96dd-494f-b598-28c093a64afa · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle GLM-5: from Vibe Coding to Agentic Engineering

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-05-14T18:37:35.734348Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:26d143d92da3be28cd3fecd79204f7a339b099714185301dbda16c9a0dc36132

Observation 99f5f7dd-57c9-4fa6-9301-3d8edef72cc7 · outbound

This paper cites DevBench: A Realistic, Developer-Informed Benchmark for Code Generation Models.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle DevBench: A Realistic, Developer-Informed Benchmark for Code Generation Models

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:03:02.290016Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:c546e8b871e829ad806d6e81d82f7d6f9d0291a771030c7120f3c76cf8c78acf

Observation 3bd95873-df6a-48ce-af0d-da02a47e4d69 · outbound

This paper cites SWE-bench goes live!.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle SWE-bench goes live!

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.947884Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:c5383bb9ad99a6050c530d4965021169f93cb1b18298ec1a957cc0ec2ec527f1

Observation 168dcc66-f3f1-450c-96b1-19f8d2b24351 · outbound

This paper cites SWE-bench Goes Live!.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle SWE-bench Goes Live!

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T18:37:35.642255Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:0e7c305d6e2ac4e20892768f868e08312436bbd772fe450b990418e737947cae

Observation c9d67d3c-c3f4-4c6b-a413-dd94be48cfef · outbound

This paper cites A survey on LLM-as-a-judge.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle A survey on LLM-as-a-judge

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.971230Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:d1a7e69582d06baec3d285d2a3f52516158e224231efad0993a08d66ea46f432

Observation 05c195a7-ecff-4b7f-8051-da32307a8de2 · outbound

This paper cites A Survey on LLM-as-a-Judge.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle A Survey on LLM-as-a-Judge

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-05-14T18:37:35.694334Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:4321bd911f75e79849b546a6f13ea3e46081fc689de9193577ffb24bc64ceff7

Observation 47d985c1-63ae-4e6d-b40d-da0006c859d3 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 19

Resolution
metadata mismatch
local_arxiv, observed 2026-05-14T18:37:35.625161Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:56e41b99e641e55b648194dfd1f6e49de4dd597a43ad14324c79f2ea7523c487

Observation c9b2f28a-9075-49ca-8c91-aeaf68a706ca · outbound

This paper cites Kimi k2.5: Scaling reinforcement learning with llms.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Kimi k2.5: Scaling reinforcement learning with llms

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.952440Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:656d7de5a24f1f02cc9ce0208b0a98e4b3642aab938051cca06d4b46eef293b8

Observation 157a6330-e45b-45ea-98d1-cb016d0ca2ae · outbound

This paper cites Fea-bench: A benchmark for evaluating repository-level code generation for feature implementation.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Fea-bench: A benchmark for evaluating repository-level code generation for feature implementation

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:50.027105Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:f77f9eb8d26dba3f1e0fc4381915eca7b6ebd77e2e1fe18bd93125bdcc5e9db3

Observation b741897f-c688-422f-9069-1a37b35a06b5 · outbound

This paper cites The swe-bench illusion: When state-of-the-art llms remember instead of reason.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle The swe-bench illusion: When state-of-the-art llms remember instead of reason

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.677223Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:1e3487b6fba8b87e5d9f705437ac31eca5bf934aca2f729ff94dcdf5cc9fcba1

Observation 7e8a0566-9712-4552-86ea-45b3bb2a9231 · outbound

This paper cites CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.746653Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:95d2c84dacc805aea894f17721a0d85341772cf5b418284931b58f67f96c596f

Observation ae762665-5c15-4411-bc08-83ddb720f0e9 · outbound

This paper cites AI-augmented CI/CD pipelines: From code commit to production with autonomous decisions.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle AI-augmented CI/CD pipelines: From code commit to production with autonomous decisions

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.665526Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:d666a8807d49a777bc6f5220285b297982927dbda70806bf9571386b98919657

Observation 820c68bf-b14e-4bd3-b6fa-6490f60cf458 · outbound

This paper cites Minimax 2.7.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Minimax 2.7

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:50.014101Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:a9309c00fcfeba49690a9b69e98d224f6e88ed1babcb8b82d75d0ce72c3dc9f9

Observation f8d488e6-da18-4a01-ba1b-89bf51a58f7c · outbound

This paper cites Introducing codex.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Introducing codex

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.967009Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:6a873463597fad67c937c0ef489648cb757ce42e9070b60a357754d9df0f5f26

Observation 757583f8-c768-4c7b-be1e-6a23621e5d77 · outbound

This paper cites Introducing gpt -5.4.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Introducing gpt -5.4

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.928700Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:70e3a0a14bebb84573652ac5a66dd6faaa8291c7256751ed2bd3f7791f6e149e

Observation 47a95b06-f6c5-4221-af19-5526b3f1b2d5 · outbound

This paper cites Why swe-bench verified no longer measures frontier coding capabilities.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Why swe-bench verified no longer measures frontier coding capabilities

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:50.018434Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:d942248ce60454bd3be4a86d975d69901aebeb53f4a6a63f6e826687b471ce21

Observation 57532272-9dff-447d-918a-81a595b91fae · outbound

This paper cites Opencode.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Opencode

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.892926Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:e188bc8618fd25a1d2ecfc6accaf12669e6895504c66998cb9764cd4a01b10b4

Observation 79aebd07-797c-4c7f-b08c-255fb7710ef5 · outbound

This paper cites Qwen3.5: Towards native multimodal agents.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Qwen3.5: Towards native multimodal agents

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.910330Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:9c3a758e3b5dbfaf2a88d6396e114d0bd5e193dc2def6037c31de5a7b5c602ee

Observation 8105ea53-4ae9-4099-8061-a08b4bdaf9c5 · outbound

This paper cites Judging the judges: A systematic study of position bias in LLM-as-a-judge.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Judging the judges: A systematic study of position bias in LLM-as-a-judge

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.984096Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:3aedf185ca3931588334b1267cc6f9bb79b47f60388c49a8e95df6cee3221727

Observation 87a6cf65-e1a2-495b-b7c0-201cf7c4f6f6 · outbound

This paper cites Judging the judges: A systematic study of position bias in llm-as-a-judge.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Judging the judges: A systematic study of position bias in llm-as-a-judge

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.689428Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:f2fa8118066f8cf9170a94f186b66d32f595f82e1fd2422a9978cb1a2282d383

Observation 186f474c-93d4-4942-af0e-5c2d5ddf9276 · outbound

This paper cites TESTEVAL: Benchmarking Large Language Models for Test Case Generation.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.700926Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:4ab0bb83dcfb96ae19ca18c2394357c7d34268fa729b589ab43eafca01d893c5

Observation ffbef9ce-f7a9-451c-95f4-794e77d3bc1a · outbound

This paper cites OpenHands: An Open Platform for AI Software Developers as Generalist Agents.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-05-14T18:37:35.682928Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:d9fc07538f99f10d3305eb9ff014b1a0ff5279401de3b033edff10f09bfda5af

Observation cd10b8d8-8ccd-4133-a331-affe3082a46f · outbound

This paper cites Swe-compass: Towards unified evaluation of agentic coding abilities for large language models.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Swe-compass: Towards unified evaluation of agentic coding abilities for large language models

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.718131Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:4fe7576764e98791a94ba1e1c3728b95065f3b19b10c5d677d6b7453c78eb2f1

Observation ba7c243e-a464-4d83-9c98-5bd5bb1aca93 · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 36

Resolution
metadata mismatch
local_arxiv, observed 2026-05-14T18:37:35.723441Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:f9cc5f8b40621e54d959ad62fa03c276b9b45c3f15144ebe247504d32b8d9130

Observation 6dc1be81-c762-4733-9820-836d59fdf508 · outbound

This paper cites SWE-smith: Scaling Data for Software Engineering Agents.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle SWE-smith: Scaling Data for Software Engineering Agents

Reference 37

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T10:22:07.061654Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:a2c610ad0b54b2a79d9ea263b707eeb1fa28a2dd711a13a5cc8be346e627e8dd

Observation 9bf6cb5b-05b5-465a-a0a9-35aead4d7647 · outbound

This paper cites A survey on agent-as-a-judge.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle A survey on agent-as-a-judge

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.636641Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:b43db405e4da72c9aceb9956b44f72dc814836704d7fd9e6c81a34abbb138a4f

Observation e8bffac2-2362-405e-979e-0d80bf9124d8 · outbound

This paper cites UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.712422Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:93dd29c7bd1339cc63dbe41473c65f405927f3593d8f510120a04ab759878436

Observation 5d79af07-b491-413c-9565-b0ca16be89d0 · outbound

This paper cites Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-16T06:48:50.578231Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:f68650b12c5c3f3e16964bfef8a59ea0f27098b0218151b46b294e9855131c63

Observation 58b34f3b-6e84-46fa-8d8f-b4ba0606b841 · outbound

This paper cites Benchmarking and studying the LLM-based agent system in end-to-end software development.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Benchmarking and studying the LLM-based agent system in end-to-end software development

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.706846Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:85cf02d455898b54acf63b054b88fd5ad136108f51bac2bf0a302c0f247973f2

Observation 4137c77f-1907-4dab-a990-90f6801c62e1 · outbound

This paper cites Code Review Agent Benchmark.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Code Review Agent Benchmark

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-05-14T18:37:35.601499Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:390683fd31530256768f1f86f42c7b9ac966a1a0a3a41ce1af411b96576c0078

Observation ed42a165-78bc-424e-87dd-a1eb4ae84664 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-14T18:37:35.595562Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:1c9119575c936b5e725371555ec4fa4c090f3a3badb8a71fe30e60d0d08764ab

Observation d9834f42-147b-4b28-8578-ef0bb7705754 · outbound

This paper cites Featurebench: Benchmarking agentic coding for complex feature development.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Featurebench: Benchmarking agentic coding for complex feature development

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.606935Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:d96b83e172e16cbd8b2ae6432790c4a74b6c371ddc23a1c691881d9d3862951e

Observation 439b1478-b2b6-49fe-b683-513b6b3c67d9 · outbound

This paper cites Establishing Best Practices for Building Rigorous Agentic Benchmarks.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Establishing Best Practices for Building Rigorous Agentic Benchmarks

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:37:35.612990Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:9d7cc2a43288e561db8568bee9a369b27d5f5c6c9c90624ae3aa3a745c465c4a

Observation 25d3278a-d921-4036-8ea9-7e4ab95b21e4 · outbound

This paper cites Agent-as-a-Judge: Evaluate Agents with Agents.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Agent-as-a-Judge: Evaluate Agents with Agents

Reference 46

Resolution
malformed identifier
arxiv_id, observed 2026-05-14T18:37:35.630963Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:6543ec3bbc953c95013675f7581d48f5f2e1b02a17c38b20e1c228ed1c49357e

Observation 8d69d62f-7e95-4fb1-ab4e-023371b1f24b · outbound

This paper cites an unresolved cited work.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-15T23:01:50.043851Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:5f93fe862b7a79962a699cc2b09d902fea6f5f54648496704a03d95477f9d644

Observation 2e21bd4a-f7af-4c30-bba1-7b2bfbca1dcc · outbound

This paper cites an unresolved cited work.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-15T23:01:50.010212Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:432ae26b1791254c493293b6590fae47b84f33b99f9c268bd2c8b7e7556ee9bd

Observation 1d57bd5b-70e3-4bbd-bac1-4f537dedcefc · outbound

This paper cites an unresolved cited work.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-15T23:01:50.022529Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:d8c13fc727d5fcab37d3b689277accd0f31435d296da3bf793b90a92e5a5ca86

Observation b120c0a3-ec14-47c2-9d62-564cb9377c83 · outbound

This paper cites an unresolved cited work.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-15T23:01:50.035401Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:10b4b93206e58e749c6d38bf018f280cd1c0730d4f780b0b98ee851a4b0c1fb2

Observation 01a4390e-1089-4a6e-9157-30213b2708e1 · outbound

This paper cites an unresolved cited work.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-15T23:01:50.002326Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:1fcc1020a84c4710e89f3358f23b3e6868e7a1e4be8cfd8fe4974cfc17d814be

Observation bfeed184-1892-446e-8941-50f8d41799ec · outbound

This paper cites Couldn’t find the node_modules state file.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Couldn’t find the node_modules state file

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.919142Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:19b1ce97850240f92cd0fbba9293771b7e88752f6419e3809239ff8585320034

Observation 30114309-4de2-44d2-ac52-6bec5cca32d4 · outbound

This paper cites an unresolved cited work.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-15T23:01:49.988243Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:cada316541cfe859d442748f7e194efcc147e8532ec956bf616b5255c0b4ef47

Observation 769648b1-d8f0-4bf2-b349-6c597f4914c7 · outbound

This paper cites an unresolved cited work.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-15T23:01:49.905830Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:c53a19dfd1d9d9892d2033686e447bdfedd471ab32ceeee98eaa84d75ef9e95a

Observation f338d8c3-2562-4565-a009-be497e945760 · outbound

This paper cites Dynamic: Node.js v18.20.8 available, packages import successfully, 359 tests collected.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Dynamic: Node.js v18.20.8 available, packages import successfully, 359 tests collected

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.923955Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:5fb05e9fa86fed88ffbeb25e32e49ff97cca1d656e6768c398791042a59d18c3

Observation ab444dc9-7c4d-4cf9-a427-284fbd7287df · outbound

This paper cites Dynamic: Phase 1 fails with TypeError: User.getLocalCoverPath is not a function (imprecise failure).

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Dynamic: Phase 1 fails with TypeError: User.getLocalCoverPath is not a function (imprecise failure)

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.897115Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:aa9b318367816161cc8d53b51d7946eccb031a36f04b2fb117a401b1914aed2e

Observation 8aed5eff-be21-45ab-b9e6-3af4fa0013d5 · outbound

This paper cites an unresolved cited work.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-15T23:01:49.883785Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:81a6e8dcf69b056f7092042a03eef75711d44c67fb8f81fa13fd9a7a3555d78b

Observation 1506d4e0-abd3-417f-91c2-95a62a1c3083 · outbound

This paper cites Score: 2/4.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Score: 2/4

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.888657Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:56a178dfb729cb7e38db0f6ffe5e12a151d5cda2f106d419b5ad118239b628ea

Observation d5894d27-5935-435f-a6f7-38e2f3d532ad · outbound

This paper cites The agent correctly implements both required changes: adding -Dsolr.max.booleanClauses=30000 to SOLR_OPTSand definingFILTER_BOOK_LIMIT = 30_000.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle The agent correctly implements both required changes: adding -Dsolr.max.booleanClauses=30000 to SOLR_OPTSand definingFILTER_BOOK_LIMIT = 30_000

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.979350Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:e52ddd7f438a79e625e849b67106099284454d28181cfea7fad9fff07309d632

Observation 69bbb8a5-8322-48fc-9519-5a3d666f09a6 · outbound

This paper cites Both tests pass: test_filter_book_limit_constant_exists and test_solr_opts_has_boolean_clauses_limit.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Both tests pass: test_filter_book_limit_constant_exists and test_solr_opts_has_boolean_clauses_limit

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.937280Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:357d3a0a530f6e91e54b6b3ae0b00146b8d205807a9256bf04761ee973c71096

Observation 15fd44fd-657f-4a83-9e13-cfb5c271921a · outbound

This paper cites SWE-Judge confirms the agent’s tests are not trivial or overfitted: they verify specific code content rather than relying on indirect signals.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle SWE-Judge confirms the agent’s tests are not trivial or overfitted: they verify specific code content rather than relying on indirect signals

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.997690Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:ae3c073c12920f114f24ef0cf44775f08d494f7bf8633ede7dad29025b593eb6

Observation 0e0feb14-e7c4-48c9-be4e-2a496622fdad · outbound

This paper cites Dynamic: Python 3.11.1 available, but core package import fails (ModuleNotFoundError: web).

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Dynamic: Python 3.11.1 available, but core package import fails (ModuleNotFoundError: web)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.992963Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:a4bbfbbc6d99821b2701d4d2c02d8635fc39e4a4e68b7b163c034e73f916a140

Observation e83ddd70-1853-42e4-8426-01e8921b2968 · outbound

This paper cites an unresolved cited work.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-15T23:01:49.961018Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:9cf513b2fa1903d76bc0f480c0a9060caf1cfc29d82e109527895245f5d7cb7b

Observation e389089a-a207-4b09-8069-47139314dddf · outbound

This paper cites The agent’s implementation aligns closely with the golden patch, using cleaner error handling patterns in some cases.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle The agent’s implementation aligns closely with the golden patch, using cleaner error handling patterns in some cases

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.933040Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:87e7fe82dcad7c9844b1a928793eebe278c588c14c480f56f3b44d7f2a29d43f

Observation 86b61698-9222-47dc-9084-83d69b810310 · outbound

This paper cites to confirm compilation succeeds, then uses a non-matching test pattern to verify test collection without execution.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle to confirm compilation succeeds, then uses a non-matching test pattern to verify test collection without execution

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:50.039513Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:8662668073583c900e648e38054087625cab508fc874496156c1693d81d53abd

Observation 711dc2ad-1865-4a14-98d0-c69ea1dfcf20 · outbound

This paper cites Implementation is functionally identical to gold.patch—correctly implementsescapeseqfilter with equivalent logic.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle Implementation is functionally identical to gold.patch—correctly implementsescapeseqfilter with equivalent logic

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T23:01:49.879449Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:e1443788f971bd6736020c04c508c9362d8807070b87e092efac3cbb223efc78

Pith citing papers

Observation bae87c06-11ed-4748-b529-1eff90569c4b · inbound

Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning cites this paper.

Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T12:43:25.369715Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-29T12:40:56.078495Z digest=sha256:b6fbb06a3020b4e7a2e8091053fd47ecc57ece836669534f08711fe61ba04eb3

Observation cf6b6e19-dd65-4858-a242-e2e422860398 · inbound

BulkPR-Bench: Benchmarking Queue-Level Governance of Interacting Pull Requests cites this paper.

BulkPR-Bench: Benchmarking Queue-Level Governance of Interacting Pull Requests SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T00:14:40.967694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:14:40.967694Z digest=sha256:7572cbc67edbf5b316d19d42634effc0e587270edc5d516ee6d6d881f5c737f7