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Paper Citation Record · LEDGER

Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2410.09403.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2410.09403 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T21:00:05.911327Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T20:55:04.002117Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9258c954-79ff-4f8d-acbc-90f638bc000e · inbound

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator cites this paper.

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System

Reference 166

Resolution
verified exact
arxiv_id, observed 2026-05-19T05:17:06.191078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-19T05:15:49.513101Z digest=sha256:7602041bf525e6e031ad0b5243bd28f83877e19e568afbd6a70da537e4b5e4c9

Observation e98f7305-bcbd-4deb-97fe-d3aac7410c68 · inbound

OpenHospital: A Thing-in-itself Arena for Evolving and Benchmarking LLM-based Collective Intelligence cites this paper.

OpenHospital: A Thing-in-itself Arena for Evolving and Benchmarking LLM-based Collective Intelligence Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-14T21:00:05.911327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T21:00:05.911327Z digest=sha256:2fc4cfd4f1bb78a9eb599a5b56c39b9827c2aa29fbfa3cb6e52b063398c3665c

Observation cc20cb21-d8f0-4d85-b590-a985070dd6ce · inbound

Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation cites this paper.

Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:21:03.650177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T03:53:13.389495Z digest=sha256:b55f9ff1305c4f7c7df92f0378708a6420cc318bd56eb127509c262df1ab0a3b

Observation f21281f7-6998-4ca2-a865-d3e5e76c68c7 · inbound

Unlocking LLM Creativity in Science through Analogical Reasoning cites this paper.

Unlocking LLM Creativity in Science through Analogical Reasoning Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-13T01:57:05.717495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T01:53:26.159310Z digest=sha256:56cad249e1dd9dff8fa8ccbb49118a57d06f09d71792fc17d54e440de9f4bdec

Observation b8e75b75-12c9-47d2-8fe0-cd545572e26d · inbound

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation cites this paper.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-06-30T20:55:04.003839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T20:52:32.567107Z digest=sha256:0b1f2f4d53e3dd3d1a894237a6e0cf8a81046fcef9006cfaea66f59639324bc4

Observation bae67cd9-70b6-4054-90fd-236eba2798e7 · inbound

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes cites this paper.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System

Reference 49

Resolution
unresolved
no resolver link, observed 2026-07-11T19:11:37.739920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T19:11:37.739920Z digest=sha256:3fb2e189ea9741c21b6e04933403d41192c201128a531de0a94a93f2a6411e20