Paper Citation Record · LEDGER

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents

As of 10 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2607.22689.

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

pith.paper-citation-record.v1
2607.22689 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:01:15.330268Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

40 of 40 outbound references displayed

verified exact0
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4318c999-da78-42c8-b14a-ec5f7af1268c · outbound

This paper cites OpenAI GPT-5 System Card.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents OpenAI GPT-5 System Card

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:09.819224Z

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Unavailable: canonical work link unavailable.

Observation ec252f90-7876-4bdf-bbc0-68f9068b5c97 · outbound

This paper cites Anthropic economic index report: Uneven geographic and enterprise ai adoption,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Anthropic economic index report: Uneven geographic and enterprise ai adoption,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:09.943357Z

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Observation 5252f366-e6d5-4416-9c66-d880bf52a976 · outbound

This paper cites Speculative futures of education: utopian and dystopian scenarios envisioned by ChatGPT, Gemini, and DeepSeek,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Speculative futures of education: utopian and dystopian scenarios envisioned by ChatGPT, Gemini, and DeepSeek,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:10.117323Z

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Observation ffbe58c5-a148-4978-a26d-d948b6d1276d · outbound

This paper cites Qwen 2.5: A comprehensive review of the leading resource- efficient LLM with potentioal to surpass all competitors,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Qwen 2.5: A comprehensive review of the leading resource- efficient LLM with potentioal to surpass all competitors,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:10.267043Z

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Observation d4832cdb-ad20-4df6-83f2-089c54d2cc96 · outbound

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

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Kimi K2.5: Visual Agentic Intelligence

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:10.365255Z

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Observation fc9def08-297e-43b5-9bcf-0f65241826cc · outbound

This paper cites Survey on large language model-enhanced reinforcement learning: Concept, taxonomy, and methods,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Survey on large language model-enhanced reinforcement learning: Concept, taxonomy, and methods,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:10.527612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a335f0f6-1c11-46c1-a6b4-bfa2d74cbd35 · outbound

This paper cites A survey on vision- language-action models for embodied AI,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents A survey on vision- language-action models for embodied AI,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:10.678193Z

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Unavailable: canonical work link unavailable.

Observation df1e7edf-2649-4407-bf9d-fc6f4279a994 · outbound

This paper cites OSWorld-Human: Benchmarking the Efficiency of Computer-Use Agents.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents OSWorld-Human: Benchmarking the Efficiency of Computer-Use Agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:10.750452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f61b47-77ea-4692-8606-45e3697e60ef · outbound

This paper cites Survey on efficient large language models: Principles, algorithms, applications, and open issues,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Survey on efficient large language models: Principles, algorithms, applications, and open issues,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:10.911269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45a89ac4-8fd8-4147-8274-15688a537fcc · outbound

This paper cites OSWorld: Benchmarking multimodal agents for open-ended tasks in real computer environments,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents OSWorld: Benchmarking multimodal agents for open-ended tasks in real computer environments,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:11.037287Z

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Observation 51913f57-9594-43c1-a156-58a99e212c7b · outbound

This paper cites WebArena: A realistic web environment for building autonomous agents,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents WebArena: A realistic web environment for building autonomous agents,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:11.156052Z

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Observation 805189ea-87c8-4299-be26-77c444c3b6a7 · outbound

This paper cites VisualWebArena: Evaluating multimodal agents on realistic visual web tasks,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents VisualWebArena: Evaluating multimodal agents on realistic visual web tasks,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:11.314529Z

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Observation d0e7b209-384d-4dde-aeb0-296f049358da · outbound

This paper cites Mind2Web: Towards a generalist agent for the web,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Mind2Web: Towards a generalist agent for the web,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:11.435839Z

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Observation 9d0022d5-fe46-4f13-a500-96151ae96df7 · outbound

This paper cites Windows Agent Arena: Evaluating multi-modal OS agents at scale,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Windows Agent Arena: Evaluating multi-modal OS agents at scale,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:11.587927Z

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Unavailable: canonical work link unavailable.

Observation 9b7d0691-3108-4ea8-b169-7e5b7160401a · outbound

This paper cites AndroidWorld: A dynamic benchmarking environment for autonomous agents,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents AndroidWorld: A dynamic benchmarking environment for autonomous agents,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:11.791498Z

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Unavailable: canonical work link unavailable.

Observation 1a47d668-eb92-43fa-9749-c4c4a18b099c · outbound

This paper cites Holistic agent leaderboard: The missing infrastructure for AI agent evaluation,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Holistic agent leaderboard: The missing infrastructure for AI agent evaluation,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:12.053402Z

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Unavailable: canonical work link unavailable.

Observation 53f42f9d-2336-4218-9359-1267af722d2d · outbound

This paper cites WABER: Evaluating reliability and efficiency of web agents with existing benchmarks,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents WABER: Evaluating reliability and efficiency of web agents with existing benchmarks,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:12.223522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5717e955-e0e3-4376-9eba-59adcca456c3 · outbound

This paper cites An LLM compiler for parallel function calling,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents An LLM compiler for parallel function calling,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:12.402756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb6a82c0-9c5d-4f25-a78b-4e313d048096 · outbound

This paper cites DynTaskMAS: A dynamic task graph- driven framework for asynchronous and parallel LLM-based multi-agent systems,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents DynTaskMAS: A dynamic task graph- driven framework for asynchronous and parallel LLM-based multi-agent systems,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:12.664188Z

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Unavailable: canonical work link unavailable.

Observation cf1ef71c-ecd5-4fd0-aa26-3270f22ac232 · outbound

This paper cites Plan-over-Graph: Towards Parallelable LLM Agent Schedule.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Plan-over-Graph: Towards Parallelable LLM Agent Schedule

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:12.920513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f507db22-6f05-43ab-b37b-aba8368a434d · outbound

This paper cites Flow: Modularized agentic workflow automation,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Flow: Modularized agentic workflow automation,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:13.110405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 213095b2-4e07-4f6b-9a95-299290af1510 · outbound

This paper cites MetaGPT: Meta programming for a multi-agent collaborative framework,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents MetaGPT: Meta programming for a multi-agent collaborative framework,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:13.240683Z

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Unavailable: canonical work link unavailable.

Observation 4d79acc7-a680-4dfa-a95c-81bf3e62b011 · outbound

This paper cites MegaA- gent: A large-scale autonomous LLM-based multi-agent system without predefined SOPs,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents MegaA- gent: A large-scale autonomous LLM-based multi-agent system without predefined SOPs,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:13.465481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0aadf73-2c23-414e-a126-92415a3ea52d · outbound

This paper cites GCM: Interpretable multiagent reinforcement learning via graph cooperation modeling,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents GCM: Interpretable multiagent reinforcement learning via graph cooperation modeling,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:13.599464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34d9b7b2-2359-4b68-b6db-1911da51b621 · outbound

This paper cites Solving scalable multiagent routing problems with reinforcement learning,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Solving scalable multiagent routing problems with reinforcement learning,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:13.668341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4551268-d8ba-4b9e-94da-bb28902b1418 · outbound

This paper cites UFO 3: Weaving the digital agent galaxy,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents UFO 3: Weaving the digital agent galaxy,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:13.745701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43dde292-6c14-4f6d-a6c8-c661628a1ca7 · outbound

This paper cites Flash-Searcher: Fast and effective web agents via DAG-based parallel execution,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Flash-Searcher: Fast and effective web agents via DAG-based parallel execution,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:14.009512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8601b35a-e9a0-4d7f-8a7a-c00a344fafb6 · outbound

This paper cites Graph-enhanced large language models in asynchronous plan reasoning,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Graph-enhanced large language models in asynchronous plan reasoning,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:14.218308Z

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Unavailable: canonical work link unavailable.

Observation 57b44996-5169-46fe-8fb1-61ce8b85ae84 · outbound

This paper cites Robotouille: An asynchronous planning benchmark for LLM agents,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Robotouille: An asynchronous planning benchmark for LLM agents,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:14.339328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ab2da76-05bc-4e63-976f-d07bf662f607 · outbound

This paper cites AsyncTool: Evaluating the Asynchronous Function Calling Capability under Multi-Task Scenarios.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents AsyncTool: Evaluating the Asynchronous Function Calling Capability under Multi-Task Scenarios

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:14.458136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69cb544f-2626-49b8-b020-ac957cf29e93 · outbound

This paper cites MultiAgentBench: Evaluating the collaboration and competition of LLM agents,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents MultiAgentBench: Evaluating the collaboration and competition of LLM agents,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:14.566402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71ec8b99-3a3f-4db6-b1f4-3d5d37176d5e · outbound

This paper cites Collab-Overcooked: Benchmarking and evaluating large language models as collaborative agents,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Collab-Overcooked: Benchmarking and evaluating large language models as collaborative agents,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:14.645905Z

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Unavailable: canonical work link unavailable.

Observation d5382eed-ac9c-4454-b6f1-eb9ac6bc165b · outbound

This paper cites Veriweb: Verifiable long-chain web benchmark for agentic information-seeking,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Veriweb: Verifiable long-chain web benchmark for agentic information-seeking,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:14.747217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40701575-27b1-4950-add2-04a82cbd656c · outbound

This paper cites WebMall – a multi-shop benchmark for evaluating web agents,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents WebMall – a multi-shop benchmark for evaluating web agents,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:14.850734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f70fb2dc-6566-4a61-a7a3-734291f90c33 · outbound

This paper cites Introducing GPT-5.4,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Introducing GPT-5.4,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:15.041451Z

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Observation ed41d019-3bfc-48f0-978c-a53e31c9245b · outbound

This paper cites Seed-1.8 Model Card: Technical Specifications and Capabilities,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Seed-1.8 Model Card: Technical Specifications and Capabilities,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:15.108350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecb989c6-8aeb-41b6-9cd9-983aaee15895 · outbound

This paper cites Qwen3-VL Technical Report.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Qwen3-VL Technical Report

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:15.159740Z

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Unavailable: canonical work link unavailable.

Observation f6932b43-c764-4dc9-b2e4-9887b47762ea · outbound

This paper cites Holo3 – open foundation models for navigation and computer use agents,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Holo3 – open foundation models for navigation and computer use agents,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:15.211397Z

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Observation 0c75907c-79e3-4e39-8b74-e700e83b1a6a · outbound

This paper cites Claude Sonnet 4.6,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Claude Sonnet 4.6,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T22:01:15.258764Z

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Unavailable: canonical work link unavailable.

Observation 162e34a9-3d6f-40bc-b021-a4a6e787d39f · outbound

This paper cites Surfer: A world model-based framework for vision-language robot manipulation,.

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents Surfer: A world model-based framework for vision-language robot manipulation,

Reference 40

Resolution: malformed identifier; no resolver link, observed 2026-08-01T22:01:15.330268Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.