Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T16:49:21.844594Z
Paper Citation Record · LEDGER
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning
As of 6 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2605.02168.
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 2026-08-06T06:34:29.942622+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
26 of 26 outbound references displayed
- verified exact1
- verified fuzzy8
- unresolved15
- parse uncertain0
- malformed identifier1
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f08e5e2e-ab8e-4c00-89e4-3e53d2f3fd83 · outbound
This paper cites Miller and Jonathan D.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Miller and Jonathan D
Reference 1
- Resolution
- metadata mismatch
- doi, observed 2026-05-09T21:48:36.753729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1ce88100-3d3d-401a-8930-210d749df43c · outbound
This paper cites Zehan Qi, Xiao Liu, Iat Long Iong, Hanyu Lai, Xueqiao Sun, Wenyi Zhao, Yu Yang, Xinyue Yang, Jiadai Sun, Shuntian Yao, Tianjie Zhang, Wei Xu, Jie Tang, and Yuxiao Dong.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Zehan Qi, Xiao Liu, Iat Long Iong, Hanyu Lai, Xueqiao Sun, Wenyi Zhao, Yu Yang, Xinyue Yang, Jiadai Sun, Shuntian Yao, Tianjie Zhang, Wei Xu, Jie Tang, and Yuxiao Dong
Reference 2
- Resolution
- verified exact
- doi, observed 2026-05-09T21:48:36.751612Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3d9fb2e2-9832-41cf-a06d-713226e48229 · outbound
This paper cites Tasks that were valid months ago may no longer be feasible in their original form.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Tasks that were valid months ago may no longer be feasible in their original form
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T00:26:26.554111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5bfda02d-24ce-4ce7-9205-441278a78671 · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.539229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8f1f1f31-7a37-464c-9e48-56e60690516e · outbound
This paper cites Our framework uses the same configuration across all evaluation domains.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Our framework uses the same configuration across all evaluation domains
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T00:26:26.532800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 603a9940-9b78-4fb1-92de-c8a6818bcba8 · outbound
This paper cites This ensures that performance differences reflect genuine method improvements rather than evaluation setup advan- tages.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning This ensures that performance differences reflect genuine method improvements rather than evaluation setup advan- tages
Reference 6
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-26T00:26:26.536249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b127fe5b-5d58-4dd0-8364-706bdeccee4a · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.546515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 93e44398-b3fe-43b5-8eef-5f692bfe4f2c · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.542966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1ef5095c-718a-42b7-8510-5a8b30787a99 · outbound
This paper cites Plan update instruction You are a task planning assistant.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Plan update instruction You are a task planning assistant
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T00:26:26.550345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 30ff1fa2-1755-4812-bcbe-3b35beeb9b4f · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.522435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation acf1da34-93d7-4c82-a7da-c772e775ac50 · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.525964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 19cc6f42-c154-4199-a3f7-63deee20fd23 · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.529298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 26ddb07f-883e-4594-a4c6-9291cfe79387 · outbound
This paper cites If the task is finished, yield STOP.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning If the task is finished, yield STOP
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T00:26:26.515545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation daf37916-5cff-4fd5-9327-f96f18915db9 · outbound
This paper cites Output format: <plan>Your updated plan here</plan> <subgoal>next single step</subgoal> 21 Preprint.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Output format: <plan>Your updated plan here</plan> <subgoal>next single step</subgoal> 21 Preprint
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T00:26:26.519166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a9e3d72a-2b9a-4fcc-aed5-53937d3b2a95 · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.558146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6d9c664d-6b5c-4e20-b03a-c882584ac0d6 · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.569032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation da110244-9aa5-4a2e-bd7b-cadc37b8a0bd · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.561500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation aa7bee67-313f-438f-96bf-2fdf5c87a63f · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.565810Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2f942d9e-1505-4633-9b53-3775c2bce2df · outbound
This paper cites Memory check and update prompt Input prompt You are helping a GUI agent decide if it should look for different reference experiences.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Memory check and update prompt Input prompt You are helping a GUI agent decide if it should look for different reference experiences
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T00:26:26.504527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f76b5a8e-a2ae-4294-bb75-6426373fba40 · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.501004Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation edc4c6ab-bcf5-4253-bd26-8f0bc666a699 · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.507967Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 54ebaec3-df70-40e4-872e-ba39e0528e80 · outbound
This paper cites NO_UPDATE.
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T00:26:26.511854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bd94de40-f18c-40f8-a9a9-8941dd7968f1 · outbound
This paper cites Describe what successful task completion should look like (i.e., what the final screenshot should show).
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Describe what successful task completion should look like (i.e., what the final screenshot should show)
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T00:26:26.497332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a2a10788-1494-4c06-9939-8609b71085a7 · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.493859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 69700c7f-1227-4049-a296-fba7826aba5d · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.490524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 78f6b365-c80c-4b66-b012-f728d9ba09eb · outbound
This paper cites an unresolved cited work.
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T00:26:26.487091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.