Paper Citation Record · LEDGER

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2606.21654.

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

pith.paper-citation-record.v1
2606.21654 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T14:05:28.423719Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact18
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e509aa12-eeb1-4ff3-b891-d39d25f42674 · outbound

This paper cites Claude Opus 4.7, 2026.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Claude Opus 4.7, 2026

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-26T14:05:28.423719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff98bfec-0237-4a7e-bc1c-6904d7748913 · outbound

This paper cites WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.826889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f85ecd25-818e-4cb0-930d-895be1e9efe6 · outbound

This paper cites Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.862300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 458a0bca-3c54-42f2-bba0-03aa8b2673f8 · outbound

This paper cites Gui-shepherd: Reliable process reward and verification for long-sequence gui tasks, September 2025.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Gui-shepherd: Reliable process reward and verification for long-sequence gui tasks, September 2025

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.830122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba9dc200-d4d5-444c-b2c5-b93f571c0d93 · outbound

This paper cites Gemini 3.1 pro model card, 2026.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Gemini 3.1 pro model card, 2026

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-26T14:05:28.423719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9197ed7f-c794-483d-9743-73ff35a0740c · outbound

This paper cites Efficient agent training for computer use.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Efficient agent training for computer use

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.833437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2c4de217-e990-46d1-8c77-5cf98dbdf24f · outbound

This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.836834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e67c1aae-0aac-4a82-8937-2e8cb1b5dd3d · outbound

This paper cites LLMs Get Lost In Multi-Turn Conversation.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks LLMs Get Lost In Multi-Turn Conversation

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.820026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 797e2062-077e-4a7a-bb6c-2728582a503c · outbound

This paper cites Computerrl: Scaling end-to-end online reinforcement learning for computer use agents.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Computerrl: Scaling end-to-end online reinforcement learning for computer use agents

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.813835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9cffa487-7bee-4eed-bbbc-a96b3bc2c14c · outbound

This paper cites an unresolved cited work.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-26T14:05:28.423719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66199da6-964e-4917-8af9-b1c201701caa · outbound

This paper cites Murty, H.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Murty, H

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-26T14:05:28.423719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d24fa6bd-a75d-4f49-b608-3745e7d73efe · outbound

This paper cites Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.816774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bbafb904-379b-4902-a6e7-2ec637aeb3ba · outbound

This paper cites Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.823512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ac9b271-c01a-4aa1-a574-051b91f28f99 · outbound

This paper cites Autonomous Evaluation and Refinement of Digital Agents.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Autonomous Evaluation and Refinement of Digital Agents

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.839792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2868fb89-1470-4daf-b6f7-eca157780e75 · outbound

This paper cites Rawles, S.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Rawles, S

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-26T14:05:28.423719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de81c443-0394-471d-9452-03e0d3809c7b · outbound

This paper cites OpenAI GPT-5 System Card.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks OpenAI GPT-5 System Card

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.865323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9baf43ad-e56d-4953-bc03-fb8935409077 · outbound

This paper cites OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.868631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 40894d3d-2066-4b1d-8547-22b6aac65755 · outbound

This paper cites Kimi K2.5: Visual Agentic Intelligence.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Kimi K2.5: Visual Agentic Intelligence

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.871680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f42e3eb9-715c-4ca7-a37f-780200ad97ba · outbound

This paper cites UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.859596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad13d3d4-f532-4450-96d8-0ce87595a72a · outbound

This paper cites OdysseyBench: Evaluating LLM Agents on Long-Horizon Complex Office Application Workflows.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks OdysseyBench: Evaluating LLM Agents on Long-Horizon Complex Office Application Workflows

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.855626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6690b040-fd77-4f88-97de-b49b40a5e256 · outbound

This paper cites Agentsynth: Scalable task generation for generalist computer-use agents.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Agentsynth: Scalable task generation for generalist computer-use agents

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.846224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9cfc5de9-b0e4-4166-b0d8-a10451b0edaa · outbound

This paper cites an unresolved cited work.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-26T14:05:28.423719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcbf9205-a91d-4653-a3e4-7c1759fa712a · outbound

This paper cites TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:49:38.843225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 748d98b4-fda9-49ab-b8ad-ea8d5f087154 · outbound

This paper cites AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.849595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1ffb4986-e680-4469-a47b-5b581e9e2475 · outbound

This paper cites an unresolved cited work.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-26T14:05:28.423719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 361f1a44-4994-4819-8bca-f088cb302dd1 · outbound

This paper cites Zhuge, C.

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Zhuge, C

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-26T14:05:28.423719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2832ba93-e1a1-48e6-b8ed-bbb76cc87501 · outbound

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

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks Agent-as-a-Judge: Evaluate Agents with Agents

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T06:49:38.852695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.