Paper Citation Record · LEDGER

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

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 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 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:40:02.189287Z

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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

Observation 1503b8e6-d93c-4159-a83f-8bf295761c8a · inbound

Probing Large Language Models in Reasoning and Translating Complex Linguistic Puzzles cites this paper.

Probing Large Language Models in Reasoning and Translating Complex Linguistic Puzzles 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 2026-08-09T17:40:02.189287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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.