Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T09:18:54.667738Z
Paper Citation Record · LEDGER
ClawArena: Benchmarking AI Agents in Evolving Information Environments
As of 4 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 6 inbound Pith citation observations for arXiv:2604.04202.
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 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-20T21:13:16.486996Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-05-20T21:13:44.670762Z
Reference resolution
37 of 37 outbound references displayed
- verified exact2
- verified fuzzy11
- unresolved24
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8d29b4c1-5599-4123-badc-55d9605218fb · outbound
This paper cites From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization.
ClawArena: Benchmarking AI Agents in Evolving Information Environments From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T09:19:56.614953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 65b973ab-7994-4f16-94b4-152e4d582d04 · outbound
This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.
ClawArena: Benchmarking AI Agents in Evolving Information Environments ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T09:19:56.610941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9a2ed455-4073-4e83-8146-88cda3f2c24a · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.883183Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bdf28b27-63f6-4872-baf7-409142c8f50f · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.865479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e8110e9e-d1d3-407e-9e4d-49ec76b6d6f9 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.838457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c78eb527-4e87-4a22-ad84-9d8c914bbb1a · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.871863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9277a92c-bb50-4fb6-b812-5d8dd37509b9 · outbound
This paper cites Step 1: Create fixed agent files + initial workspace files.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Step 1: Create fixed agent files + initial workspace files
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:19:56.855983Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f9b2a38e-4ceb-4912-acce-e2c58f7bb95f · outbound
This paper cites Table 6: Execution guide template, linking all six specification layers and defining the build workflow.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Table 6: Execution guide template, linking all six specification layers and defining the build workflow
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:19:56.819659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0856a419-4815-444b-bf93-ac0c50515e52 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.876479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 516d7258-c002-4dc5-ad99-d24f0575dcc9 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.849229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bc68079c-a826-4579-8ed3-540150ad8327 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.817023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ee51f212-513e-4a8f-bcc2-9cec43751475 · outbound
This paper cites Exactly one slot (C3) isNON-CONFLICT.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Exactly one slot (C3) isNON-CONFLICT
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:19:56.891784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e3b1f50e-cddf-417a-aa50-9a2185520629 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.867559Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 17e9debd-712c-4e33-a732-af56bc415bd4 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.874148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 794bcce2-69b3-40b6-ac77-b63827697a1a · outbound
This paper cites Every key judgment needs evidence in ≥2 independent sources.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Every key judgment needs evidence in ≥2 independent sources
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:19:56.822202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5cb73eb7-f8e1-42e7-9495-c13f5f69eb34 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.824612Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 448e98f6-1721-44f4-989f-5c6023e65543 · outbound
This paper cites what it shouldnotfully settle, ensuring information fragmentation.
ClawArena: Benchmarking AI Agents in Evolving Information Environments what it shouldnotfully settle, ensuring information fragmentation
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:19:56.863159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7c57645b-e6a3-4d85-bd47-be0878cd6581 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.831489Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 65613153-0db5-400c-928d-efe4ecfc50a7 · outbound
This paper cites Table 8: Evidence emission map template, translating objective events into multi-channel observable traces.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Table 8: Evidence emission map template, translating objective events into multi-channel observable traces
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:19:56.847345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 719fd27d-a733-4718-8b0b-a637dc2597fe · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.869708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 05fe019b-cdb1-4b2d-a0ed-4f2b0f8b3b9e · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.829221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c1a452ab-57b0-41cd-9be9-4f5a61a9e811 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.858634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 90d804de-156c-4f64-96b5-6693c9ca5bcf · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.861018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 335ebb37-7151-404c-9a76-5a19ba1022c0 · outbound
This paper cites Table 9: Workspace specification template (Layer 1), defining all files visible to the agent with timing and noise controls.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Table 9: Workspace specification template (Layer 1), defining all files visible to the agent with timing and noise controls
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:19:56.845091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4457d3de-48df-4dfe-b3fc-028f0e4052ab · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.853657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 774813d1-1859-4174-bb46-6fa0c4b93393 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.851564Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 374daf6b-e6f5-43ce-857e-b34b62102eff · outbound
This paper cites Each loop specifies: signal/noise label, user message, agent tool calls, agent reply, and contradiction or bias effect.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Each loop specifies: signal/noise label, user message, agent tool calls, agent reply, and contradiction or bias effect
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:19:56.894058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ebeb5589-76f1-4c8e-9af2-ec488c7819d5 · outbound
This paper cites History sessions should not use session-listing tools.
ClawArena: Benchmarking AI Agents in Evolving Information Environments History sessions should not use session-listing tools
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:19:56.840585Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 37183a63-b36a-41bd-bd67-55a69a1624b1 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.887790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 396c5906-09f4-4935-927a-632c963aa76f · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.880993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a01a2050-c1fa-4235-afde-7f2c1426d2c9 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.878765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 77d33dd2-62d1-459b-9bfc-a83f0ca6b3cc · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.842759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 71dfb3fa-583e-45e8-9cc3-376ca31c3670 · outbound
This paper cites At least one round asks about epistemic limits.
ClawArena: Benchmarking AI Agents in Evolving Information Environments At least one round asks about epistemic limits
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:19:56.889801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dcd5be0e-ecde-42b2-8efd-49415e582dfc · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.826871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6b59cd9d-dd83-481c-8f99-e445975e2752 · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.885448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 14878370-dc34-4e97-add5-9b33ba541e8a · outbound
This paper cites an unresolved cited work.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:19:56.836173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1c62fc97-8b09-41db-9a2c-4f9a5079f70d · outbound
This paper cites Initial and appended session filenames are consistent.
ClawArena: Benchmarking AI Agents in Evolving Information Environments Initial and appended session filenames are consistent
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:19:56.833831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation e3d5b54f-602b-4695-8046-58daa5f93db0 · inbound
ClawEnvKit: Automatic Environment Generation for Claw-Like Agents cites this paper.
ClawEnvKit: Automatic Environment Generation for Claw-Like Agents ClawArena: Benchmarking AI Agents in Evolving Information Environments
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T11:56:31.212018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b21eccad-d261-4c1d-aead-73eb8ef2d31e · inbound
ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents cites this paper.
ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents ClawArena: Benchmarking AI Agents in Evolving Information Environments
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T21:11:10.906594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation def9b566-e838-4db1-aeb0-c692607ec970 · inbound
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents cites this paper.
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents ClawArena: Benchmarking AI Agents in Evolving Information Environments
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-15T05:09:44.993568Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 52cb93c9-9be5-468c-9956-a1a6de76fe6d · inbound
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents cites this paper.
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents ClawArena: Benchmarking AI Agents in Evolving Information Environments
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T20:23:43.252073Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2a1192ba-810e-4595-b991-cca79ba3d1d0 · inbound
$\pi$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows cites this paper.
$\pi$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows ClawArena: Benchmarking AI Agents in Evolving Information Environments
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T16:32:39.351012Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 481c3a1c-62a9-4bbf-8e9e-18a47885e1c3 · inbound
$\pi$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows cites this paper.
$\pi$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows ClawArena: Benchmarking AI Agents in Evolving Information Environments
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T21:13:44.672387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.