Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T15:34:46.766866Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2605.04922.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T15:34:46.766866Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T01:00:59.782818Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T01:00:59.907560Z
44 of 44 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 26924c87-2cb7-4508-b8ec-2a0f655219da · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Papers and patents are becoming less disruptive over time
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 550ba15e-8e96-4194-9eeb-d0bf58516816 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation From ai for science to agentic science: A survey on autonomous scientific discovery
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e3d25e0f-f463-45dd-b470-934ea0d85f15 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Paperrobot: Incremental draft generation of scientific ideas
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3b214a24-67aa-4042-b555-bddc478255e3 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Exploring and verbalizing academic ideas by concept co-occurrence
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 69fa35fe-0375-4dc9-af23-b2a86f06bbea · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Interesting Scientific Idea Generation using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 744504e2-4874-4067-ba6a-3f1aa3d7729f · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 623243f0-546b-4562-81db-149c71dc7888 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation SciPIP: An LLM-based Scientific Paper Idea Proposer
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 033d5381-7ce1-47aa-aa94-8e5cdd0533a8 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Many heads are better than one: Improved scientific idea generation by a llm-based multi-agent system
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation abd265d6-0fff-44f7-a8db-07eff9a7cf2f · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation AI Idea Bench 2025: AI Research Idea Generation Benchmark
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 01ae55fc-4895-465f-9a6a-702f57d76c4f · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Evaluating llms’ divergent thinking capabilities for scientific idea generation with minimal context.Nature Communications
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 63d87c07-c9e9-4c4a-87a7-19ef4e486734 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Discoverybench: Towards data-driven discovery with large language models
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 57093de5-def7-49b6-acf6-9b47dfd1d916 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Discoveryworld: A virtual environment for developing and evaluating automated scientific discovery agents
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 998aea66-6d61-42b3-8813-f8df71ada65e · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Can LLMs generate novel research ideas? a large- scale human study with 100+ NLP researchers
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3c050816-1df0-4e65-b137-502225dc0ce8 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Autogen: Enabling next-gen llm applications via multi-agent conversations
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f80b6a8e-081e-48a3-a783-c141160ac035 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation CAMEL: Communicative agents for ”mind” exploration of large language model society
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5adfd917-85a5-4d8e-9cd4-24365fbd84db · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d4fb6be8-fe5d-40d9-8d0b-53371c585ca3 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation MetaGPT: Meta programming for a multi-agent collaborative framework
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 956d6735-05b3-491c-9be9-d6075779e061 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Scaling large language model-based multi-agent collaboration
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3b74c465-bfa4-4d18-8a40-719549209c8a · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Researchagent: Iterative research idea generation over scientific literature with large language models
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 15a04433-2d8c-49a3-aa4b-87eeca751c9e · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Motivgraph-soiq: Integrating motivational knowledge graphs and socratic dialogue for enhanced LLM ideation
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 76acb6f7-bf86-48b3-98f7-a0c86a6decd5 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 91508baa-3e10-4ff8-b612-fdeaaec1fccf · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation React: Synergizing reasoning and acting in language models
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8e747551-96ef-479c-9fb1-1c6c89a867a5 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Self-refine: Iterative refinement with self-feedback
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c8893f7f-1210-4838-b562-b9edba567743 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Reflexion: Language agents with verbal reinforcement learning
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f1095db3-d43f-4e63-ab29-32292282e527 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Griffiths, Yuan Cao, and Karthik R Narasimhan
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e3d79e96-4028-454a-93e9-89368e37a17b · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Language agent tree search unifies reasoning, acting, and planning in language models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1c2ff0df-890c-4e6e-b86f-ef02a6138843 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Chatdev: Communicative agents for software development
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0bd820f9-2e3a-4de4-84b6-4ef3508d94d7 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Exploring the design of multi-agent llm dialogues for research ideation
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 050f7e82-d15a-4256-84e9-b7baed46052d · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Graph of thoughts: Solving elaborate problems with large language models
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7e6e4ec0-5ec0-42f7-93a3-3ca4a0613dd1 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Plan-on-graph: Self- correcting adaptive planning of large language model on knowledge graphs
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6f2a927e-f07b-4605-ae0c-aad7d00ead9d · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Agent planning with world knowledge model
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fe5bbddf-3287-4517-8e4f-41725bc3314f · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation S-dag: A subject-based directed acyclic graph for multi-agent heterogeneous reasoning
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation eb27f22d-da4a-4595-ac8a-4764d25355b5 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation G-memory: Tracing hierarchical memory for multi-agent systems
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a76be09c-fab5-43ce-9556-1d877defca12 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Hybridflow: Resource-adaptive subtask routing for efficient edge-cloud llm inference
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cab0e32b-6742-4127-a589-691a67c91c5f · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Qwen3 Technical Report
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0cee5a64-cfd8-4cf0-983e-e1b9101ddb34 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation stress-testing
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ee82344f-5477-4ac9-b4d3-0703b53c58c9 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7eb15b94-220d-4404-84d2-112afc1d577c · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0acb3f81-7099-4571-a808-0816a2ad2b11 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e8e37ff8-280d-4d6a-8928-ebc233f8c05d · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 80cd59d8-99b6-4d58-ac25-faa91dc14b7f · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f382e7c7-2c5a-4b91-a807-0ade06957e9b · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 13b233b3-e8cb-473f-8d9d-af01e8e0f0e8 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Scope of validation
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9a3c13ae-f0c6-4e69-8aa2-28721df041e0 · outbound
Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Reviewer Pool
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 325bc8ad-b143-4307-84cd-5a43305569d7 · inbound
BANDMAS: Causality-Inspired Semantic Packet Scheduling for Bandwidth-Efficient Multi-Agent Collaboration Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.