Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T13:41:03.668751Z
Paper Citation Record · LEDGER
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems
As of 18 July 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2604.13559.
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 2026-07-18T06:30:57.431901+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
14 of 14 outbound references displayed
- verified exact3
- verified fuzzy7
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch4
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8db3e3c7-dd60-4e4b-87ee-373658b1158b · outbound
This paper cites an unresolved cited work.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Unresolved cited work
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T22:32:53.748770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation df4a6e1b-6196-4f35-b0b0-a1e00b2822d2 · outbound
This paper cites an unresolved cited work.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Unresolved cited work
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T22:32:53.743091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation a7214504-fcef-4320-9228-1b17e612b043 · outbound
This paper cites an unresolved cited work.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Unresolved cited work
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T22:32:53.751715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation 23749b93-6858-44b4-9aab-1846919adb60 · outbound
This paper cites CodeT: Code Generation with Generated Tests.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems CodeT: Code Generation with Generated Tests
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T23:55:14.833358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation 0bdeb803-d6b0-4996-bcaa-e9f4bedffb21 · outbound
This paper cites Technometrics 40, 234–243.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Technometrics 40, 234–243
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T22:32:53.746047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation d67631cf-b0a9-433e-b032-bfb086c97591 · outbound
This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Large Language Model based Multi-Agents: A Survey of Progress and Challenges
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T06:58:59.611495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation edc8dd2a-ba99-46eb-8015-def3fe46c398 · outbound
This paper cites Large Language Models for Automated Web-Form-Test Generation: An Empirical Study.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Large Language Models for Automated Web-Form-Test Generation: An Empirical Study
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T13:45:28.429029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation cde1996b-1593-4b0f-883f-920362584539 · outbound
This paper cites an unresolved cited work.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Unresolved cited work
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T22:32:53.733962Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation 8cd1062c-3539-48a0-b444-86e45abf2009 · outbound
This paper cites an unresolved cited work.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Unresolved cited work
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T22:32:53.739994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation 6573d4d2-0203-49f2-8b72-c589dfdca1cf · outbound
This paper cites Scaling Large Language Model-based Multi-Agent Collaboration.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Scaling Large Language Model-based Multi-Agent Collaboration
Reference 10
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T13:45:28.433460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation 85fa6c92-2013-42c9-891f-6a7e09f2217b · outbound
This paper cites TESTEVAL: Benchmarking Large Language Models for Test Case Generation.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems TESTEVAL: Benchmarking Large Language Models for Test Case Generation
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T13:45:28.438819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation 22bf8fa1-49d8-4c43-8b0d-92672c09c933 · outbound
This paper cites Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems
Reference 12
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-27T02:04:27.865242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation b586ca07-036c-440f-ba50-add33b7bfaef · outbound
This paper cites Scenario-Guided LLM-based Mobile App GUI Testing.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Scenario-Guided LLM-based Mobile App GUI Testing
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-05-10T13:45:28.449149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Observation 6ef80354-f932-4f19-9257-d9b9bbf47c17 · outbound
This paper cites Proceedings of the ACM on Software Engineering 1, 1703–1726.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Proceedings of the ACM on Software Engineering 1, 1703–1726
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T22:32:53.737183Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-18T06:30:57.431901+00:00.
Pith citing papers
No inbound Pith citation observations are available.