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Paper Citation Record · LEDGER

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

As of 17 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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:fb1e3ccf5e96b7a893807db56a5459cf0eb94d79892187a4f408f9b8f2b1dbc6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:32ee9d55177822758acf95e445e0b5971dc0aa3e65b220b6e085e3cd35ae8dc5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:779fe21d29bfda666cd779543ebc4ed2e48e76030468e1913f461ab7b9ae6f2e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:e5ce9e32b6352ebf68cc69df64f5f9e20431832c453f77842524f4666cea5a03

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:28f6b730948ad79c7d5963ed776f206e5b1ea0989d56e61c3f0b4f5e973d6ad3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:d3a8e209f0a3d66c6a719697bcab43aafa9a4b3246dd9533300b8cb2d8d2e00e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:693468e700f4b8699bc35dca26d55cb82632d064614165d9e8c1d3f745efee91

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:1e026a758d61afc456672666892fcffcb05f6832cfe3d0efe04ac170a4f4cfaa

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:3242c600b9c4b21abc340a1caf53a21594e78cc9149f5d1837857ade566f2d17

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:3f32283066fb7d504ace9a2713b3623ea009c81051f3fc00ed0d65a71073a158

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:3842210f1da269984a61519ead7288d1e6cd8b092984d7ccf1e21ea955096964

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:4a08adee18deceaf83a092b9dc59c0f47f29f85b88170090825aad4954264af5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:062335a325620d30990af0fecaba835eae85e8b44549d5955505c0ed87ac593d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:4099351745130e8ebd297f783a507acd4a284df99cda9d61a401b78de3453ff4

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:bd5f5db130390aff20121ff612c7bf141c4e6b365cdba4117fc3d5fb8424192f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:4521f9cfbf7fe727638830116b2bbc7faee9e5bfeac5a38826690827c64c68e2

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:3e5a17f9722b23b553753152715ba5d19f5c6777ccd71c8545f67adc16f56a2d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:7d9ba32ca6745dca8e4168e7ea21644085d05bf27c18e77d04b2753be149fd13

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:0ae6be14cbc910c94521b6f34fe8dc500c394e4c5d301169b08a0f1862129268

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:a16b0d632f4d52bb76588b8218945e4e2fa5621347ccf71b0ca71f218831064f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:6611d1df7f5917b65d0b6463529ce8381d871f793f911cb18a1b025e341f7e20

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:589f010940c0c6b6759b7fc2825647368fdfdced78a64a0f2953c5a1c49062cb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:72c50a03124f65ed19903b08cb7e1f72880eb30dffb43d7b469ce3b3609763d7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:3e80b3a7569efa0ac269a4ad3b35ce0daeb2644aba483772b61b824fa7f3f83f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:7a8fe77cb9ab35d45376511dc50b4f7b0c595283221e70e49743cc114723c4aa

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:c85111b451f30095a08a3df958e34a8941b963da9ff61501d940c68222103464

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:5a7a54824a034a75812a237a24c9d4836ca972d37ccae752d96346c6a8c499fb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:cc4befb19d7806a713608236eddc33d2f178022ce7686ebd275d5b945fce05ae

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:adce1b4339afdf55c9b79ef1ef098e12603ae4afed6f86646702ba3199bcd96a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:1ed6a2cbe1dc503e9a1a0c16c0be120f17b3a604af1b73f63e40e605699d555f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:ee4b1460d6e40ddd3c36c9c6421d66930aee21aaa925b64078239e0b36da62a5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:74127f74d2eb9013ec12fe4cf021d2a8d0f2f046dea95fe8b7c9d7222967e8aa

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:79653903f16bd7bf77d4a631c0ffe11d2380a7e2057bc104f15070a2fcc64ad0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:e79e903b6568b528191190de4b68c4950cc0ea570fe636603944d240204950c8

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:6e73dd6a272074d5683253c4a43247c4de50ab7a0bcfa431fd59839595daa92a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:ae8bdf0f3f5e072a7ab07487f5c9c6436bc83567018d0055dc283bb8c3d6500b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:9c4b4ffb5f18beadced0ae05a2101d6f0046cf54f9067d3086bffff66898c24d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:e66896f27c8f2520fbc17e96d60efc89f3136157ca376ba5b9ea349cbe1d025e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:b598ea962b1b99e185453fa1e70918cfcca76b55c1b89d7195a70542f47212cd

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:e7fc091c6f1a7e150c18fb247c5eb71cfc578a7c287929f73fc19855193cdca6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:31070cbb4de4f8b45c5b30c053fc59efb3ba74069012a205f8f3c527ad661695

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:6d3aec61052e79f41874a0fa6e3b453def59aec61b43f2878d6fe9a4ff2b4d1c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:f890330ba417a48cac8152762ec20b19c9ba7c94f3c1de10885d6bd38b1d7d37

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:b71658f7002aa0535ec77f19b5ef0a11425e17a8930b4026b0d8f8fc66a27765

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:b7f9f21278201ca5431c5feff1a7621f779317bb20972f55bceade068ba66d6f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:569e932c823dd3c9d9bef0901d5e0a8c8d29c89cd63225968ac5b19aaeb61f81

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:4e54a6dea9314c7d2d680649a9ad2afaea7ee7cbe1e2c98d5634ceb3f2a0b316

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:1db38531cd1521740fd26562562ba588728eec7e77a7cf8e8c000f3f57b043f3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:b1e1e50ed3df0541439c4f229661002d34f514a567a42e126bb5774a34d652f4

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:79707418ae3b964fff32e5b1d113ec44c5701c91d0f5f0cb6d49d5f235744eef

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:62a7c4b21f1bc5594d1b7e2cb3d922a4c0f1cff8c85e2d6362730ff559bfbec5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:40f6e6484c60fd4635141b5274a5423ca70ae4cb40e66d23eb12d551c68afb30

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:58fe51541a76517112f18e8b5017dcaf671c4097ac39b193c2dc5e39af0decaf

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:9bab8c2f391470be027e410298b815d3bb5bf05579d612f53564d201f8e1c768

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:dfc1ec652a572db0de1b8bec73c342d4f2bbc82aa4f4937c1a14f4b5a10304af

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:d194cac0a86765c44fe841aa354274d375d3ae816656fb97768758afe80846ce

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:cf4b5af8d0219610ed79eeb24dc8a4f4c6d15192281a80fbaeb4dafc58e54250

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:b88ab20ef47a0ea8733d3175da05459c67bf3523f314f4d4dc210ea09b894d77

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:b46792273c8cf7961ad3da2e8ccbe5764143f4f7a794ddb34a721caf9034e9a6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:c19548c0348f94ec6d1edf16871753a8589506f3c5cb59486858bf82bcd94215

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:638eea231935ffd9f348e9b8fbc2fa1c2c008b3ad7526bdccab9fd1db31f8c62

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:139105520310df19ea69c6704cf17f79d7e9ffeebaafa093a09c3e018e3b3109

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:8b659f210dfa92ec130b7b41adfd088b1b11b27cc720a5527fc25727e04813ba

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:0afc024fd3145d42e76451e844464b0b4c0d082e33b647faa4f96440df6a2ba6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:c0e144f14b16eaee617e7ee3074ecb38b28cb84c4f86b4e16dfda865b3275f89

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-14T18:34:39.997353Z digest=sha256:35c13d30500b1995452b8ff9a3d60e08c57f73333756d25d2d5c18bf24a5e6fa

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T12:40:56.078495Z digest=sha256:e8a137cdf3063e5806c2117fa6fcd25433e3019aa7b08066e5f1af112c377ce5

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=sha256:0b6b5bf2b48bd74239bbf6bcd0b60486a4344832cf2485b0c1b96ce3c7461f20