Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T17:52:14.944875Z
Paper Citation Record · LEDGER
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents
As of 23 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2605.20530.
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 2026-08-23T06:30:58.430688+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
25 of 25 outbound references displayed
- verified exact7
- verified fuzzy2
- unresolved15
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 43be1ac7-1ccc-4b65-9712-3673b929a5f6 · outbound
This paper cites online" 'onlinestring :=.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents online" 'onlinestring :=
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T07:24:43.740160Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e7461f90-0761-432c-8464-06bdf04cc31a · outbound
This paper cites write newline.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents write newline
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T07:24:43.768884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fc45c5fc-23de-43f1-8d67-9e4922312b01 · outbound
This paper cites Ask or Assume? Uncertainty-Aware Clarification-Seeking in Coding Agents.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Ask or Assume? Uncertainty-Aware Clarification-Seeking in Coding Agents
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T17:54:57.838207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e85e6820-0f9c-4c67-b346-d004ea942085 · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.782067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3beb556d-7cfd-4e6a-abc6-bdf65c531081 · outbound
This paper cites Why Do Multi-Agent LLM Systems Fail?.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Why Do Multi-Agent LLM Systems Fail?
Reference 5
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T17:54:57.833585Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3052e105-407f-4edc-8f04-7b7c151b0c38 · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.763851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 651ad81a-7dd0-4460-8bf0-cbf64b77ce3d · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.774065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 95388839-225e-4881-b068-cca7f21932bf · outbound
This paper cites Holistic agent leaderboard: The missing infrastructure for ai agent evaluation.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Holistic agent leaderboard: The missing infrastructure for ai agent evaluation
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T17:54:57.838641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d6b4966e-61c6-4bd0-b72e-1bd7582b77c7 · outbound
This paper cites AI Agents That Matter.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents AI Agents That Matter
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T17:54:57.841290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 13aaa927-2bd5-42e6-b1fd-00646f1abfeb · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.758945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 98e1f0e2-50c8-4302-9408-f5403f7a0ec9 · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.761398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 284c6389-acd5-45e1-b047-6d8a3871222f · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.766277Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1508867e-de20-4be9-b4e3-fbfadd577f49 · outbound
This paper cites AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T17:54:57.825258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5f3f9286-45e2-4eda-9514-3d468078c252 · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.750549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e181b54d-56bd-4cd8-b301-248587b08ab5 · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.771545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b06df924-8d51-4654-a74c-4e0edefe88b3 · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.752923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 30b916e1-2fa2-4f4d-acde-da073e221b97 · outbound
This paper cites OSWorld-Human: Benchmarking the Efficiency of Computer-Use Agents.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents OSWorld-Human: Benchmarking the Efficiency of Computer-Use Agents
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T17:54:57.828136Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1a40c8cb-a20d-409d-9f01-5afa7c5533cf · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.779476Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 431d7285-567b-49db-8056-a7ecd2e3f6b5 · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.776846Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1e0029f7-78d4-4672-a257-4585f0553391 · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.747922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2efaeb29-3418-4c71-b22d-aedd66465712 · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.756084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8b76128d-7d76-4b4e-b0b8-bf77fde8b618 · outbound
This paper cites Survey on Evaluation of LLM-based Agents.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Survey on Evaluation of LLM-based Agents
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T17:54:57.832899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 51fd1a65-613a-4f73-8334-bba4c4fa7bc8 · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.742633Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4e955613-884e-44e3-8c68-cf285d817496 · outbound
This paper cites an unresolved cited work.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T07:24:43.745083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 77b746ae-9ad2-4198-82cb-31aaf57801d5 · outbound
This paper cites Agent-as-a-Judge: Evaluate Agents with Agents.
AgentAtlas: Beyond Outcome Leaderboards for LLM Agents Agent-as-a-Judge: Evaluate Agents with Agents
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T17:54:57.843736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
No inbound Pith citation observations are available.