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Paper Citation Record · LEDGER

Large Language Model Driven Agents for Simulating Echo Chamber Formation

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.18138.

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

pith.paper-citation-record.v1
2502.18138 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T19:12:23.929680Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T02:49:24.498109Z

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 e07db829-2e8e-4a6d-8005-5f1dc0d45575 · inbound

The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies cites this paper.

The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies Large Language Model Driven Agents for Simulating Echo Chamber Formation

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:31:29.457744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-18T14:31:11.974395Z digest=sha256:4501a7184b55e7472521eb86dae28df2ce15544c9551c7ba7f9c948ec25a63b7

Observation 4bca85ce-41ed-401b-a1c6-3c85bb4e6e41 · inbound

Stop Drawing Scientific Claims from LLM Social Simulations Without Robustness Audits cites this paper.

Stop Drawing Scientific Claims from LLM Social Simulations Without Robustness Audits Large Language Model Driven Agents for Simulating Echo Chamber Formation

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:43:19.625132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-20T13:40:04.275438Z digest=sha256:05357fe61f22d91881e151f43cb025924f0656a5f44f6542bbbb8978e55986f8

Observation b5792e11-c0fc-4d70-9f7c-d1794ae76ef2 · inbound

Opinion Polarization in LLM-Based Social Networks: Manipulation and Mitigation cites this paper.

Opinion Polarization in LLM-Based Social Networks: Manipulation and Mitigation Large Language Model Driven Agents for Simulating Echo Chamber Formation

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:49:24.499595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T19:12:23.929680Z digest=sha256:4a5271ca896c9f92f1b0d26d0f1e72e9a262830898ceeef73b6951309c72740d