Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:45:23.537304Z
Paper Citation Record · LEDGER
Cybernaut: Towards Reliable Web Automation
As of 9 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2508.16688.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
50 of 50 outbound references displayed
- verified exact2
- verified fuzzy23
- unresolved25
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9aa3f0ac-8124-4d9e-894b-6eafb7ba1971 · outbound
This paper cites Computer-Using Agent.
Cybernaut: Towards Reliable Web Automation Computer-Using Agent
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:30.107117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4f771652-78b2-488b-b463-8015fbf3cf0a · outbound
This paper cites Computer Use (Beta).
Cybernaut: Towards Reliable Web Automation Computer Use (Beta)
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:30.086196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 615b3e72-0592-4e8f-973d-e183ccd468fa · outbound
This paper cites Browser Use: Enable AI to control your browser.
Cybernaut: Towards Reliable Web Automation Browser Use: Enable AI to control your browser
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:30.069400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d84f804f-f73b-4bb1-a8a2-4c6e30b6a772 · outbound
This paper cites Nova Act.
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:30.031252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 58abd07f-8d94-4ade-8df1-7ca165e985c5 · outbound
This paper cites STEVE: A Step Verification Pipeline for Computer-use Agent Training.
Cybernaut: Towards Reliable Web Automation STEVE: A Step Verification Pipeline for Computer-use Agent Training
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T17:45:24.597605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9a1a0f9a-c55d-4dac-9bd2-f4a9538576d4 · outbound
This paper cites WebV oyager: Building an End-to-End Web Agent with Large Multimodal Models.
Cybernaut: Towards Reliable Web Automation WebV oyager: Building an End-to-End Web Agent with Large Multimodal Models
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:29.890336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 81868c8e-3a1f-494e-a66f-7a23cbfb8ee5 · outbound
This paper cites Mind2Web: Towards a Generalist Agent for the Web.
Cybernaut: Towards Reliable Web Automation Mind2Web: Towards a Generalist Agent for the Web
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:29.479494Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ba8c9ccf-0a76-4be6-909e-4565627c2202 · outbound
This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.
Cybernaut: Towards Reliable Web Automation VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:19.329426Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45b93b8c-eb00-47dc-853b-d444b1dd52d8 · outbound
This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents.
Cybernaut: Towards Reliable Web Automation AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:19.403650Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a81874f5-90ec-46ae-85ca-cbed6e4e30b7 · outbound
This paper cites CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents.
Cybernaut: Towards Reliable Web Automation CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:19.512502Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d439536-136b-41bf-aabd-3ebad8bf3db4 · outbound
This paper cites Beyond Browsing: API-Based Web Agents.
Cybernaut: Towards Reliable Web Automation Beyond Browsing: API-Based Web Agents
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:19.627161Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e56a8947-e535-4321-966f-b52215f40065 · outbound
This paper cites WebLINX: Real-World Website Navigation with Multi-Turn Dialogue.
Cybernaut: Towards Reliable Web Automation WebLINX: Real-World Website Navigation with Multi-Turn Dialogue
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:19.744481Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4a63dd5-5aa7-4798-945c-448b2f1d72df · outbound
This paper cites GPT-4V(ision) is a Generalist Web Agent, if Grounded.
Cybernaut: Towards Reliable Web Automation GPT-4V(ision) is a Generalist Web Agent, if Grounded
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:19.860913Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f08e4f3a-9278-49e4-a668-9746a1f3fb62 · outbound
This paper cites Large Language Models Empowered Personalized Web Agents.
Cybernaut: Towards Reliable Web Automation Large Language Models Empowered Personalized Web Agents
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:29.124920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3aaa32f4-d1cb-4115-b3c7-63338e1eb920 · outbound
This paper cites GUI Agents with Foundation Models: A Comprehensive Survey.
Cybernaut: Towards Reliable Web Automation GUI Agents with Foundation Models: A Comprehensive Survey
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:20.051235Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a0aa0cf-0d4e-499b-9010-2d79e9044076 · outbound
This paper cites AutoDroid: LLM-powered Task Automation in Android.
Cybernaut: Towards Reliable Web Automation AutoDroid: LLM-powered Task Automation in Android
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:20.158973Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0584c89d-a08c-4b36-8dbf-6439c1930cae · outbound
This paper cites DroidBot-GPT: GPT-powered UI Automation for Android.
Cybernaut: Towards Reliable Web Automation DroidBot-GPT: GPT-powered UI Automation for Android
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:20.275690Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e4e3712-43e5-473c-a08c-d8dbd50bad0f · outbound
This paper cites Mapping Natural Language Instructions to Mobile UI Action Sequences.
Cybernaut: Towards Reliable Web Automation Mapping Natural Language Instructions to Mobile UI Action Sequences
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:20.391156Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0aeabdef-01b3-41ce-91ab-3bbc1577c9e6 · outbound
This paper cites CogAgent: A Visual Language Model for GUI Agents.
Cybernaut: Towards Reliable Web Automation CogAgent: A Visual Language Model for GUI Agents
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:20.465838Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 302c0a92-8993-4401-9d4e-63eb7650e95a · outbound
This paper cites AppAgent: Multimodal Agents as Smartphone Users.
Cybernaut: Towards Reliable Web Automation AppAgent: Multimodal Agents as Smartphone Users
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:28.950517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cd8ca3fc-ebf4-461a-ac30-8453003197e1 · outbound
This paper cites Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception.
Cybernaut: Towards Reliable Web Automation Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:20.656231Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1aaa5d9e-a925-412b-b570-7b13413c072a · outbound
This paper cites Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs.
Cybernaut: Towards Reliable Web Automation Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:20.816306Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab6c5a49-3236-40cb-b351-d32501d4c6a0 · outbound
This paper cites OmniParser for Pure Vision Based GUI Agent.
Cybernaut: Towards Reliable Web Automation OmniParser for Pure Vision Based GUI Agent
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:20.922357Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74b247d5-9142-405e-9f6f-6930299855d2 · outbound
This paper cites Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining.
Cybernaut: Towards Reliable Web Automation Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:21.052024Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 371022b5-0617-4968-b01a-effe99689909 · outbound
This paper cites A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models.
Cybernaut: Towards Reliable Web Automation A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:45:21.155925Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28ed8339-8759-44fe-b378-8e7dbd350ff6 · outbound
This paper cites A Survey of Demonstration Learning.
Cybernaut: Towards Reliable Web Automation A Survey of Demonstration Learning
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T17:45:23.766469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ffc8b992-236c-4a43-ac33-d6cf6470692b · outbound
This paper cites an unresolved cited work.
Cybernaut: Towards Reliable Web Automation Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:45:28.790270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f0747e5b-639c-42c7-8671-d3f40f66d9bd · outbound
This paper cites - Use the intention and purpose behind to guide your composition of SOP.
Cybernaut: Towards Reliable Web Automation - Use the intention and purpose behind to guide your composition of SOP
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:28.627099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 18c8aff0-1518-456d-b6d9-ad45160d10c0 · outbound
This paper cites - Do not come up with an SOP from your memory.
Cybernaut: Towards Reliable Web Automation - Do not come up with an SOP from your memory
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:28.464184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8829e45e-9342-4e95-9617-c1469f23b90e · outbound
This paper cites Examples of such steps are: - Steps related to solving CAPTCHA.
Cybernaut: Towards Reliable Web Automation Examples of such steps are: - Steps related to solving CAPTCHA
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:28.243814Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 58785822-7fa0-4a1a-b878-bb364722288c · outbound
This paper cites an unresolved cited work.
Cybernaut: Towards Reliable Web Automation Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:45:28.047185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c764dca7-ea57-4ec0-88f7-f8198988e91e · outbound
This paper cites an unresolved cited work.
Cybernaut: Towards Reliable Web Automation Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:45:27.884623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2f4af6d6-3602-4f95-b68a-80f6c3eb01a9 · outbound
This paper cites Explanation.
Cybernaut: Towards Reliable Web Automation Explanation
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:27.720918Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 90f09320-89a1-45fb-b2e0-a17083f84d73 · outbound
This paper cites - Only provide the instructions within <instructions-step-by-step> tags.
Cybernaut: Towards Reliable Web Automation - Only provide the instructions within <instructions-step-by-step> tags
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:27.583955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 01fc0854-1695-41ed-ac63-b463d1ffd7c3 · outbound
This paper cites Do not open any URL from your memory.
Cybernaut: Towards Reliable Web Automation Do not open any URL from your memory
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:27.375454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 66413995-70d0-427d-91e7-ebf8ce70b610 · outbound
This paper cites No answer found.
Cybernaut: Towards Reliable Web Automation No answer found
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:27.153806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d892a370-62c5-49a7-a784-0d332034a951 · outbound
This paper cites language.
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:26.955165Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 793b4673-fe87-466b-9e43-891be4ec5394 · outbound
This paper cites an unresolved cited work.
Cybernaut: Towards Reliable Web Automation Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:45:26.740804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 71635368-c517-4a66-ad26-1a2d63c7eb8b · outbound
This paper cites an unresolved cited work.
Cybernaut: Towards Reliable Web Automation Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:45:26.579364Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d843c0d3-075f-428c-9b73-fbe2e98290eb · outbound
This paper cites Advanced Search.
Cybernaut: Towards Reliable Web Automation Advanced Search
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:26.405273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 643bdf44-79cb-4e6b-b957-ea0338b2e7dc · outbound
This paper cites Expand Release date.
Cybernaut: Towards Reliable Web Automation Expand Release date
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:26.204435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7495a882-c574-44f8-82e4-f5260d5a7333 · outbound
This paper cites <year>-01.
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:25.998004Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b456c2a1-b708-484f-b699-44445bba8143 · outbound
This paper cites <language>.
Cybernaut: Towards Reliable Web Automation <language>
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:25.836686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 727a4952-6298-4c34-9657-ef62d5371824 · outbound
This paper cites <language>.
Cybernaut: Towards Reliable Web Automation <language>
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:25.646350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 17dd86dd-ce98-4a4a-bddc-c99245afff5c · outbound
This paper cites See results.
Cybernaut: Towards Reliable Web Automation See results
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:25.423662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 95f9b2f3-f41c-4631-9e46-8381c4148c3d · outbound
This paper cites an unresolved cited work.
Cybernaut: Towards Reliable Web Automation Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:45:25.266051Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f5839734-d185-4508-84aa-044df364987e · outbound
This paper cites <sort_by>.
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:45:25.084916Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ec2aeceb-8f5c-45a8-9e37-957fe696b2f5 · outbound
This paper cites an unresolved cited work.
Cybernaut: Towards Reliable Web Automation Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:45:24.916099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4c5631fb-57f5-4330-9ef6-1fb592d39dac · outbound
This paper cites an unresolved cited work.
Cybernaut: Towards Reliable Web Automation Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:45:24.758847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d2941daf-d48b-4098-b1c7-6f82d08d52b5 · outbound
This paper cites an unresolved cited work.
Cybernaut: Towards Reliable Web Automation Unresolved cited work
Reference 2024
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:45:30.047372Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
No inbound Pith citation observations are available.