Paper Citation Record · LEDGER

Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 21 inbound Pith citation observations for arXiv:2307.05300.

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

pith.paper-citation-record.v1
2307.05300 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 21 of 21 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 21 of 21 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:39:48.331865Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T23:36:23.838502Z

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 b80b48a2-f4e3-49dc-9a0b-329ea06d7a83 · inbound

A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration cites this paper.

A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-21T21:05:25.936695Z

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 a0da3997-91a6-43ce-ac69-951f01266295 · inbound

The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey cites this paper.

The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:16:41.804842Z

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 1eb11468-d624-41b7-ac11-0f6cbbda7b71 · inbound

TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification cites this paper.

TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:39:48.331865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b2d2bc9-b02e-43c3-8cde-ae14ad1ecc25 · inbound

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making cites this paper.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:42.220428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94d62e98-5b33-4b08-8a1c-af77c600c049 · inbound

Exploring the Impact of Occupational Personas on Domain-Specific QA cites this paper.

Exploring the Impact of Occupational Personas on Domain-Specific QA Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:20.792211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee431c0e-abb8-49aa-8c47-0b9f67830b80 · inbound

From Virtual Agents to Robot Teams: A Multi-Robot Framework Evaluation in High-Stakes Healthcare Context cites this paper.

From Virtual Agents to Robot Teams: A Multi-Robot Framework Evaluation in High-Stakes Healthcare Context Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:22.252022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6da77bcb-433c-4cf7-84c1-d7085f949c87 · inbound

MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning cites this paper.

MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T05:15:46.323581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd2e424f-ac9c-4982-bb87-5e135a6a8932 · inbound

SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation cites this paper.

SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:45.763301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cde82a84-731a-41ac-a7e0-9915fe5e9db7 · inbound

Spec2RTL-Agent: Automated Hardware Code Generation from Complex Specifications Using LLM Agent Systems cites this paper.

Spec2RTL-Agent: Automated Hardware Code Generation from Complex Specifications Using LLM Agent Systems Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T00:31:00.578651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d9e3b16-a89b-4efe-b75a-9dc6145916c5 · inbound

Mixture of Reasonings: Teach Large Language Models to Reason with Adaptive Strategies cites this paper.

Mixture of Reasonings: Teach Large Language Models to Reason with Adaptive Strategies Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:50.841505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 007a7681-db51-4dd4-9127-da403a12d622 · inbound

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows cites this paper.

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T18:45:42.325909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09c09803-4771-4fe6-aed0-f2a9d315e0d9 · inbound

LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification cites this paper.

LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T17:15:44.347608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2047105b-1495-47b5-813c-6432c7bcf2c7 · inbound

P-CoT: A Pedagogically-motivated Participatory Chain-of-Thought Prompting for Phonological Reasoning in LLMs cites this paper.

P-CoT: A Pedagogically-motivated Participatory Chain-of-Thought Prompting for Phonological Reasoning in LLMs Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T15:08:34.473881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e08df66c-5f26-43ea-9a36-4a05e5702382 · inbound

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis cites this paper.

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 128

Resolution: verified exact; arxiv_id, observed 2026-05-22T00:40:51.264903Z

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 188de164-8e78-4f82-985d-d441fd9c0869 · inbound

DRF: LLM-AGENT Dynamic Reputation Filtering Framework cites this paper.

DRF: LLM-AGENT Dynamic Reputation Filtering Framework Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T05:04:52.726504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81536cf1-2584-4df7-9343-73906a2b1b03 · inbound

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems cites this paper.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.995993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4c60d76-ed98-4dff-af7e-d5657ad64938 · inbound

CoopGuard: Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Round Attacks cites this paper.

CoopGuard: Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Round Attacks Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T17:08:00.741827Z

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 9eca0725-5648-47a3-8994-4683c5b54b78 · inbound

Reinforced Collaboration in Multi-Agent Flow Networks cites this paper.

Reinforced Collaboration in Multi-Agent Flow Networks Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T20:42:57.132917Z

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 04565bc5-6224-4a60-a26c-bc1386d6f0fe · inbound

OctoT2I: A Self-Evolving Agentic Text-to-Image Router cites this paper.

OctoT2I: A Self-Evolving Agentic Text-to-Image Router Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T23:26:22.454086Z

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 d51d692c-a7bb-4cb4-9e8c-2653e1bac860 · inbound

When Helping Hurts and How to Fix It: Multi-Agent Debate for Data Cleaning cites this paper.

When Helping Hurts and How to Fix It: Multi-Agent Debate for Data Cleaning Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:36:23.841663Z

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 aed23477-d3ec-4d47-9463-fd82c2b3dcc5 · inbound

The Virtual Roundtable: Multi-Agent Personas Simulating the Dynamics of Human Brainstorming cites this paper.

The Virtual Roundtable: Multi-Agent Personas Simulating the Dynamics of Human Brainstorming Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T19:18:43.559541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.