Paper Citation Record · LEDGER

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation

As of 9 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 2 inbound Pith citation observations for arXiv:2506.20737.

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

pith.paper-citation-record.v1
2506.20737 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:47:24.545873Z

measured 25 of 25 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:26:33.592365Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T14:15:55.179160Z

Reference resolution

23 of 23 outbound references displayed

verified exact1
verified fuzzy1
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 53028678-f7fa-4f0e-90e2-14eeb4705d2d · outbound

This paper cites When One LLM Drools, Multi-LLM Collaboration Rules.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation When One LLM Drools, Multi-LLM Collaboration Rules

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:23.289080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 773e239f-e604-43c9-abce-de521fd7809e · outbound

This paper cites The Ethics of Advanced AI Assistants.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation The Ethics of Advanced AI Assistants

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:23.360920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3f73690-3007-4b4e-88f9-48c7eafc02dc · outbound

This paper cites The Llama 3 Herd of Models.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation The Llama 3 Herd of Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:23.428078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64aa2fe9-8bbf-45a0-9369-c3e39cd58da3 · outbound

This paper cites net/forum?id=QkLpGxUboF.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation net/forum?id=QkLpGxUboF

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:24.867803Z

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 02ae48dd-5f46-49d9-b8ec-39350c818c35 · outbound

This paper cites emnlp-main.13.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation emnlp-main.13

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:23.625361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 542911a3-2ba4-4fad-b035-a4dc30ffce5c · outbound

This paper cites Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:23.694078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a395874-6f17-42ce-93b8-25c12778448e · outbound

This paper cites Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:23.778852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 415cae84-b000-4248-96e0-b0fe0adb830c · outbound

This paper cites doi: 10.18653/v1/2023.findings-emnlp.461.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation doi: 10.18653/v1/2023.findings-emnlp.461

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:23.864769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ad0e561-dc3a-43de-98e7-f0cb4b79009a · outbound

This paper cites GPT-4 Technical Report.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation GPT-4 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:23.908329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c78d0ff-17ca-446d-b83b-cc16ca7800f5 · outbound

This paper cites Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:24.015034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5f745af-64ea-4aea-8dbf-4e7fdde783db · outbound

This paper cites PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:24.075493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 908422d9-c7bc-4909-99ba-fe8670523150 · outbound

This paper cites Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applications.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applications

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:24.152501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5834195b-12c9-466c-b7cd-f71f6f9fe4dd · outbound

This paper cites LLM Theory of Mind and Alignment: Opportunities and Risks.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation LLM Theory of Mind and Alignment: Opportunities and Risks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:24.201193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a781846-b26a-40e3-a0f4-a26819fc67d8 · outbound

This paper cites Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:24.254666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceb5396e-787b-4a99-bea8-4241b6aa67fb · outbound

This paper cites Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:24.315845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a3a8ecf-dfe8-4bb8-b2c8-cbb5955eb159 · outbound

This paper cites DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:24.374725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff76e2a3-c24b-478b-a4cd-22cc8e9abf18 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:24.484644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1195accf-c8bc-4b2d-bb52-4914f0289ad4 · outbound

This paper cites Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:24.545873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0422255f-566b-4a15-96d9-a8584f8948d7 · outbound

This paper cites doi: 10.1016/j.compind.2006.04.010.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation doi: 10.1016/j.compind.2006.04.010

Reference 2006

Resolution: verified exact; doi, observed 2026-08-06T22:47:24.653322Z

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 89193447-af2b-4944-bc8c-585af66f09bc · outbound

This paper cites Different but Equal: Comparing User Collaboration with Digital Personal Assistants vs. Teams of Expert Agents.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation Different but Equal: Comparing User Collaboration with Digital Personal Assistants vs. Teams of Expert Agents

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:23.955793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57f8afc2-ecff-4989-9389-35bcf72eb6d3 · outbound

This paper cites Mistral 7B.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation Mistral 7B

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:23.492532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cadb772-dabc-40ac-8056-21749e7b401f · outbound

This paper cites Do Membership Inference Attacks Work on Large Language Models?.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation Do Membership Inference Attacks Work on Large Language Models?

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:23.183424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c9dfb6-da32-4c76-97b0-377d69240076 · outbound

This paper cites Why Do Multi-Agent LLM Systems Fail?.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation Why Do Multi-Agent LLM Systems Fail?

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:23.099775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c94769fe-b6f8-4075-97ad-0e77a2ef005d · inbound

Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey cites this paper.

Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-05T15:26:33.592365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c0dad0a-833c-42ed-b553-28430f0de835 · inbound

Security Considerations for Multi-agent Systems cites this paper.

Security Considerations for Multi-agent Systems MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation

Reference 168

Resolution: verified exact; arxiv_id, observed 2026-05-15T14:15:55.181008Z

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.