Paper Citation Record · LEDGER

Simulating Rumor Spreading in Social Networks using LLM Agents

As of 10 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 8 inbound Pith citation observations for arXiv:2502.01450.

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

pith.paper-citation-record.v1
2502.01450 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T15:19:02.422755Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:30:21.605637Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

20 of 20 outbound references displayed

verified exact1
verified fuzzy4
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation c412fbf0-8f3f-4849-a92a-63b70aa749c3 · outbound

This paper cites J.; and Geller, A.

Simulating Rumor Spreading in Social Networks using LLM Agents J.; and Geller, A

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:19:02.750654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 13fc7018-c698-4c81-8d99-a2764edf70d8 · outbound

This paper cites an unresolved cited work.

Simulating Rumor Spreading in Social Networks using LLM Agents Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:19:02.743288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5ca4f243-16f6-446a-82c0-06aa20a353e9 · outbound

This paper cites an unresolved cited work.

Simulating Rumor Spreading in Social Networks using LLM Agents Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:19:02.735799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 286ddd90-b343-4e89-9e52-1b2426dfa1ca · outbound

This paper cites Scalable Multi-Robot Collaboration with Large Language Models: Centralized or Decentralized Systems?.

Simulating Rumor Spreading in Social Networks using LLM Agents Scalable Multi-Robot Collaboration with Large Language Models: Centralized or Decentralized Systems?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T15:19:02.368362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea36615-7f33-414e-b396-4f2558102eb4 · outbound

This paper cites Simulating Opinion Dynamics with Networks of LLM-based Agents.

Simulating Rumor Spreading in Social Networks using LLM Agents Simulating Opinion Dynamics with Networks of LLM-based Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T15:19:02.373046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b7fc4a7-16c1-4cc2-850b-806e6f456616 · outbound

This paper cites an unresolved cited work.

Simulating Rumor Spreading in Social Networks using LLM Agents Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:19:02.727696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 711e04a7-74e4-4a4a-9274-7dce4ba9219e · outbound

This paper cites Rumor Detection and Classification for Twitter Data.

Simulating Rumor Spreading in Social Networks using LLM Agents Rumor Detection and Classification for Twitter Data

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-09T15:19:02.504717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f53258d5-967c-4dc2-a9be-c9c41d1d1942 · outbound

This paper cites an unresolved cited work.

Simulating Rumor Spreading in Social Networks using LLM Agents Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:19:02.719320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5af377f8-c9d0-4e48-8996-68e5d80479fe · outbound

This paper cites an unresolved cited work.

Simulating Rumor Spreading in Social Networks using LLM Agents Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:19:02.710638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 16c87d2d-4fcc-4d16-b725-292c73c2f0d4 · outbound

This paper cites More Agents Is All You Need.

Simulating Rumor Spreading in Social Networks using LLM Agents More Agents Is All You Need

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T15:19:02.391498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bc7d545-c56a-4493-bacf-ae739298eab0 · outbound

This paper cites Can Large Language Models Detect Rumors on Social Media?.

Simulating Rumor Spreading in Social Networks using LLM Agents Can Large Language Models Detect Rumors on Social Media?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T15:19:02.395163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d95d04b1-2ff1-4b30-b1df-72ac18b7d391 · outbound

This paper cites an unresolved cited work.

Simulating Rumor Spreading in Social Networks using LLM Agents Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:19:02.702425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4b9723cb-8e5e-49a8-b8bf-dd1ffa4a3e02 · outbound

This paper cites S.; O'Brien, J.; Cai, C.

Simulating Rumor Spreading in Social Networks using LLM Agents S.; O'Brien, J.; Cai, C

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:19:02.691765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c38c6a6-ae53-4add-94be-ff8aae0decaa · outbound

This paper cites an unresolved cited work.

Simulating Rumor Spreading in Social Networks using LLM Agents Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:19:02.683165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 77fcb8d6-6213-4885-b13a-4310e3ff6ed5 · outbound

This paper cites J.; and Strogatz, S.

Simulating Rumor Spreading in Social Networks using LLM Agents J.; and Strogatz, S

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:19:02.673217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6ecfc1fd-bc23-44fe-8311-de40cb9fadfe · outbound

This paper cites an unresolved cited work.

Simulating Rumor Spreading in Social Networks using LLM Agents Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:19:02.635795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 54416332-1499-4368-b8e7-a7ec113b22e0 · outbound

This paper cites Why Rumors Spread Fast in Social Networks, and How to Stop It.

Simulating Rumor Spreading in Social Networks using LLM Agents Why Rumors Spread Fast in Social Networks, and How to Stop It

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T15:19:02.451758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 48793eed-9cce-411f-ba75-13b89812b58a · outbound

This paper cites E.; et al.

Simulating Rumor Spreading in Social Networks using LLM Agents E.; et al

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:19:02.583197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d51475a9-4113-4a5a-a603-702162c837c3 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Simulating Rumor Spreading in Social Networks using LLM Agents , " * write output.state after.block = add.period write newline

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T15:19:02.419536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 753dd59d-6b33-4ba9-828e-07569e8b2fc7 · outbound

This paper cites write newline.

Simulating Rumor Spreading in Social Networks using LLM Agents write newline

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T15:19:02.422755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f14d64eb-642d-4160-807a-7e1da4bc309e · inbound

Public Discourse Sandbox: Facilitating Human and AI Digital Communication Research cites this paper.

Public Discourse Sandbox: Facilitating Human and AI Digital Communication Research Simulating Rumor Spreading in Social Networks using LLM Agents

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.605637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff089b26-50f0-4864-a2b7-c574995c1868 · inbound

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities cites this paper.

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities Simulating Rumor Spreading in Social Networks using LLM Agents

Reference 205

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:54.439761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5d384b6-35ce-4d04-a211-66e7d9d809f4 · inbound

Simulating Online Social Media Conversations on Controversial Topics Using AI Agents Calibrated on Real-World Data cites this paper.

Simulating Online Social Media Conversations on Controversial Topics Using AI Agents Calibrated on Real-World Data Simulating Rumor Spreading in Social Networks using LLM Agents

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:41:30.235339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e96a7962-7240-4424-89b0-f9df5cb62e02 · inbound

Social Theory Should Be a Structural Prior for Agentic AI: A Formal Framework for Multi-Agent Social Systems cites this paper.

Social Theory Should Be a Structural Prior for Agentic AI: A Formal Framework for Multi-Agent Social Systems Simulating Rumor Spreading in Social Networks using LLM Agents

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:26:00.101195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 551a860e-b59c-4cbd-918b-7b6efbf7bfb6 · inbound

Social Theory Should Be a Structural Prior for Agentic AI: A Formal Framework for Multi-Agent Social Systems cites this paper.

Social Theory Should Be a Structural Prior for Agentic AI: A Formal Framework for Multi-Agent Social Systems Simulating Rumor Spreading in Social Networks using LLM Agents

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:16:28.950518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1b84b4de-e3e0-43ce-97c0-09896114703c · inbound

Social Theory Should Be a Structural Prior for Agentic AI: A Formal Framework for Multi-Agent Social Systems cites this paper.

Social Theory Should Be a Structural Prior for Agentic AI: A Formal Framework for Multi-Agent Social Systems Simulating Rumor Spreading in Social Networks using LLM Agents

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-13T08:02:32.090870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0ac0e35e-f132-49cf-a807-d43c76598636 · inbound

Can LLMs Emulate Human Belief Dynamics? cites this paper.

Can LLMs Emulate Human Belief Dynamics? Simulating Rumor Spreading in Social Networks using LLM Agents

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-20T23:43:50.516907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 620414a8-de9f-48dc-a7de-57cb90238aae · inbound

Should LLM Agents Decide in Social Simulations? Comparing Finite-State and LLM-Based Decision Policies cites this paper.

Should LLM Agents Decide in Social Simulations? Comparing Finite-State and LLM-Based Decision Policies Simulating Rumor Spreading in Social Networks using LLM Agents

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:28:19.258774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.