Paper Citation Record · LEDGER

MAEBE: Multi-Agent Emergent Behavior Framework

As of 7 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 3 inbound Pith citation observations for arXiv:2506.03053.

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

pith.paper-citation-record.v1
2506.03053 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:14:47.558769Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:34:45.269678Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T17:55:51.861209Z

Reference resolution

15 of 15 outbound references displayed

verified exact2
verified fuzzy3
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7ac93dae-9285-4be3-9da1-07ee99881e14 · outbound

This paper cites A Survey on LLM-as-a-Judge.

MAEBE: Multi-Agent Emergent Behavior Framework A Survey on LLM-as-a-Judge

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:46.376217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4128ad36-1430-4468-8f25-d30c1fb3eda9 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

MAEBE: Multi-Agent Emergent Behavior Framework Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:46.443725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f545909-7ce6-4df7-bfbf-3d4c24af0a63 · outbound

This paper cites Multi-Agent Risks from Advanced AI.

MAEBE: Multi-Agent Emergent Behavior Framework Multi-Agent Risks from Advanced AI

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:46.528082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8230c21-336f-4302-8ee5-608f4fe8c55e · outbound

This paper cites A taxonomy for autonomous llm-powered multi-agent architectures.

MAEBE: Multi-Agent Emergent Behavior Framework A taxonomy for autonomous llm-powered multi-agent architectures

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:14:48.564768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 20e3a2cd-8e48-4d3e-8fa5-c12e156c0ddf · outbound

This paper cites A., Earp, B.

MAEBE: Multi-Agent Emergent Behavior Framework A., Earp, B

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:46.722169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80185fee-1296-4464-804b-f530fdd82fe5 · outbound

This paper cites Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems.

MAEBE: Multi-Agent Emergent Behavior Framework Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:46.841708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b24e133-a41a-4c63-bbdd-fa34f246f377 · outbound

This paper cites Research on the role of llm in multi-agent systems: A survey.

MAEBE: Multi-Agent Emergent Behavior Framework Research on the role of llm in multi-agent systems: A survey

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:14:48.368290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e98099f0-2424-49b6-bb26-c4a86d9e6b21 · outbound

This paper cites The Greatest Good Benchmark: Measuring LLMs' Alignment with Utilitarian Moral Dilemmas.

MAEBE: Multi-Agent Emergent Behavior Framework The Greatest Good Benchmark: Measuring LLMs' Alignment with Utilitarian Moral Dilemmas

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:14:47.789395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 368cf2e9-f819-4cb0-96d3-e2cca16cefd8 · outbound

This paper cites round robin group chat.

MAEBE: Multi-Agent Emergent Behavior Framework round robin group chat

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:14:48.197920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5180ce46-3cd8-4a79-8f4e-0da337ee6f72 · outbound

This paper cites an unresolved cited work.

MAEBE: Multi-Agent Emergent Behavior Framework Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-07T11:14:47.999533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ea404cf2-4c3f-4944-91f5-ceac3ea54560 · outbound

This paper cites BattleAgentBench: A Benchmark for Evaluating Cooperation and Competition Capabilities of Language Models in Multi-Agent Systems.

MAEBE: Multi-Agent Emergent Behavior Framework BattleAgentBench: A Benchmark for Evaluating Cooperation and Competition Capabilities of Language Models in Multi-Agent Systems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:47.229043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 814d4321-e8c9-49c0-a438-49832a7556cb · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

MAEBE: Multi-Agent Emergent Behavior Framework AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:47.292960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e17006bd-a8f1-4b15-8dab-f045d180ebba · outbound

This paper cites SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents.

MAEBE: Multi-Agent Emergent Behavior Framework SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:47.386971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f9e543e-bfbe-4e9e-87ff-8f1bac9195ca · outbound

This paper cites MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents.

MAEBE: Multi-Agent Emergent Behavior Framework MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:47.480547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 352bb181-bda7-449c-ba84-5bfb42e7c9fb · outbound

This paper cites write newline.

MAEBE: Multi-Agent Emergent Behavior Framework write newline

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:47.558769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 51a8e0a2-7528-4a3f-a96b-5d8e65986eeb · inbound

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents cites this paper.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents MAEBE: Multi-Agent Emergent Behavior Framework

Reference 173

Resolution: unresolved; no resolver link, observed 2026-08-06T21:34:45.269678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93107d8e-6265-4417-aae9-06b63ebdeec2 · inbound

Tractable Asymmetric Verification for Large Language Models via Deterministic Replicability cites this paper.

Tractable Asymmetric Verification for Large Language Models via Deterministic Replicability MAEBE: Multi-Agent Emergent Behavior Framework

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T17:10:42.791811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f64754f-453c-4210-828c-90a86db1acd3 · inbound

Govern the Repository, Not the Agent: Measuring Ecosystem-Level Risk in AI-Native Software cites this paper.

Govern the Repository, Not the Agent: Measuring Ecosystem-Level Risk in AI-Native Software MAEBE: Multi-Agent Emergent Behavior Framework

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-01T17:55:51.863069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.