Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:18:04.715702Z
Paper Citation Record · LEDGER
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence
As of 19 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 4 inbound Pith citation observations for arXiv:2508.20019.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T22:36:18.656570Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T13:55:45.571924Z
Reference resolution
28 of 28 outbound references displayed
- verified exact3
- verified fuzzy14
- unresolved9
- parse uncertain1
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0300aab5-94b6-4dd3-abc8-5b9734295b11 · outbound
This paper cites The 4th dimension for scaling model size.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence The 4th dimension for scaling model size
Reference 1
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T15:18:05.201221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 81e0c954-86c5-4d16-89da-20cc83a90406 · outbound
This paper cites Ccma: A framework for cascading cooperative multi-agent in autonomous driving merging using large language models.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Ccma: A framework for cascading cooperative multi-agent in autonomous driving merging using large language models
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.547130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation da464d29-7205-426a-83ab-ebeb0e002248 · outbound
This paper cites Modeling collaborator: Enabling subjective vision classification with minimal human effort via llm tool-use.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Modeling collaborator: Enabling subjective vision classification with minimal human effort via llm tool-use
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.524872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 69910202-509a-4481-9708-5dc625833220 · outbound
This paper cites Simulating Classroom Education with LLM-Empowered Agents.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Simulating Classroom Education with LLM-Empowered Agents
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:18:04.579714Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58691d3d-3187-4687-9a4f-f77143a25dd8 · outbound
This paper cites Age-related bias and artificial intelligence: a scoping review.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Age-related bias and artificial intelligence: a scoping review
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.502088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 983d913a-e158-4467-ad8f-27cffb3427df · outbound
This paper cites WcDT: World-centric Diffusion Transformer for Traffic Scene Generation.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence WcDT: World-centric Diffusion Transformer for Traffic Scene Generation
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:18:04.590425Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03e06574-ea5d-41aa-84a1-e53e7ac8e4ac · outbound
This paper cites Large Language Models for Software Engineering: A Systematic Literature Review.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Large Language Models for Software Engineering: A Systematic Literature Review
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:18:04.596443Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ab98180-3919-4764-9f1e-782f96f4b6b9 · outbound
This paper cites Sample- efficient antibody design through protein language model for risk-aware batch bayesian opti- mization.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Sample- efficient antibody design through protein language model for risk-aware batch bayesian opti- mization
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.473033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d30e649b-775c-495a-9d3b-4a8f5da46e00 · outbound
This paper cites Metagpt: Meta programming for a multi-agent collaborative framework, 2023.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Metagpt: Meta programming for a multi-agent collaborative framework, 2023
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.453103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ce22d1b6-2dcb-478b-9a21-2aec497353f9 · outbound
This paper cites Camel: Communicative agents for "mind" exploration of large language model society.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Camel: Communicative agents for "mind" exploration of large language model society
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.435068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b582c863-4a36-40c0-8ffe-b42682243126 · outbound
This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Voyager: An Open-Ended Embodied Agent with Large Language Models
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:18:04.624461Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3de23eec-0407-4a2b-a77b-153181714dcc · outbound
This paper cites Crewai: Multi-agent orchestration framework.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Crewai: Multi-agent orchestration framework
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.415195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 44efda7c-9e63-45ba-8946-e73453096423 · outbound
This paper cites LLMs Working in Harmony: A Survey on the Technological Aspects of Building Effective LLM-Based Multi Agent Systems.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence LLMs Working in Harmony: A Survey on the Technological Aspects of Building Effective LLM-Based Multi Agent Systems
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:18:04.635894Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29dbd46f-1da1-4c2d-bac0-10999a956f67 · outbound
This paper cites Autogpt: The autonomous gpt-4 experiment.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Autogpt: The autonomous gpt-4 experiment
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.389370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7d0e015d-190c-4d97-b84c-8e43f9a2e1e6 · outbound
This paper cites Taylor, and Peter Stone.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Taylor, and Peter Stone
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.343912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 97101890-cbe1-47df-9345-425eaada13d8 · outbound
This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Large Language Model based Multi-Agents: A Survey of Progress and Challenges
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:18:04.656580Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3621d83-aba6-48d5-9e82-29bcb4d7e55d · outbound
This paper cites Dimakis, Soummya Kar, José M.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Dimakis, Soummya Kar, José M
Reference 18
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T15:18:04.945862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 75280250-7e2a-48cb-a921-179107a6aee6 · outbound
This paper cites Gossip algorithm for multi-agent systems via random walk.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Gossip algorithm for multi-agent systems via random walk
Reference 19
- Resolution
- verified exact
- doi, observed 2026-08-05T15:18:04.763783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 358f34f4-d816-42ce-8c84-1c0bbfeeb97d · outbound
This paper cites Hide-and-Shill: A Reinforcement Learning Framework for Market Manipulation Detection in Symphony-a Decentralized Multi-Agent System.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Hide-and-Shill: A Reinforcement Learning Framework for Market Manipulation Detection in Symphony-a Decentralized Multi-Agent System
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T15:18:04.831709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f25158a1-2cf5-4a48-9086-c8fc49fd2f2c · outbound
This paper cites Lightweight fault detection for distributed systems using periodic beaconing.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Lightweight fault detection for distributed systems using periodic beaconing
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.321975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ca0e9a65-d485-4a2e-b1b6-b481251b1fba · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large language models.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Chain-of-thought prompting elicits reasoning in large language models
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.292332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7798c095-3e89-4ff0-9e5a-ac221e75300e · outbound
This paper cites Mistral-7b-instruct-v0.3.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Mistral-7b-instruct-v0.3
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.264526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 27445dd4-fed1-4a6c-bf1b-50c73c95e310 · outbound
This paper cites Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:18:04.692533Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6140fb1-7b0c-400e-9c17-5ebab06c59b6 · outbound
This paper cites Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:18:04.697519Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20ee4f44-1e36-440c-9371-fcbc76589eb0 · outbound
This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:18:04.702614Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b2c2483-c7cf-478c-95d4-a6b0d96b53db · outbound
This paper cites Congress.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Congress
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.240314Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a241c0aa-65bd-4e3f-9b10-321cff50812c · outbound
This paper cites Consider two positive even integers less than $15$ (not necessarily distinct).
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Consider two positive even integers less than $15$ (not necessarily distinct)
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:18:05.220961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f41432ac-a6d8-4453-bc7f-a2e951efb4a3 · outbound
This paper cites an unresolved cited work.
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence Unresolved cited work
Reference 2023
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-05T15:18:05.368545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
Observation 83c9f9e6-f51a-4883-82f3-004c8035caab · inbound
An Uncertainty-Aware Resilience Micro-Agent for Causal Observability in the Computing Continuum cites this paper.
An Uncertainty-Aware Resilience Micro-Agent for Causal Observability in the Computing Continuum Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T04:21:22.230563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation af1dd05d-65a3-4cc3-8765-2b376e8c4a0b · inbound
An Uncertainty-Aware Resilience Micro-Agent for Causal Observability in the Computing Continuum cites this paper.
An Uncertainty-Aware Resilience Micro-Agent for Causal Observability in the Computing Continuum Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T13:55:45.573822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f5f9aa2f-5ecf-4d95-9a4d-520a54d6a78f · inbound
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems cites this paper.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence
Reference 256
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T03:08:57.808066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 46705674-5d7f-4465-8fe7-da7f5d2e9097 · inbound
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems cites this paper.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence
Reference 257
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T16:52:39.928556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.