Paper Citation Record · LEDGER

Content Moderation by LLM: From Accuracy to Legitimacy

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2409.03219.

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

pith.paper-citation-record.v1
2409.03219 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:31:58.441993Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T15:23:32.693415Z

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 cd18a6a4-d18b-42e5-b6f1-3550a998230d · inbound

AI and the Future of Digital Public Squares cites this paper.

AI and the Future of Digital Public Squares Content Moderation by LLM: From Accuracy to Legitimacy

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.441993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c3d7ddf-09db-4d49-9ac9-c2c47aafa917 · inbound

Socio-Culturally Aware Evaluation Framework for LLM-Based Content Moderation cites this paper.

Socio-Culturally Aware Evaluation Framework for LLM-Based Content Moderation Content Moderation by LLM: From Accuracy to Legitimacy

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T13:05:51.006971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 331e85ea-6dfb-4d20-9080-ce98d101ee25 · inbound

Evolving and Detecting Multi-Turn Deception using Geometric Signatures cites this paper.

Evolving and Detecting Multi-Turn Deception using Geometric Signatures Content Moderation by LLM: From Accuracy to Legitimacy

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T15:23:32.694908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f5f6afd8-5445-4f59-b359-e842317cb521 · inbound

Operational Evidence Gaps for LLMs in Fraud Detection and Trust-and-Safety Workflows cites this paper.

Operational Evidence Gaps for LLMs in Fraud Detection and Trust-and-Safety Workflows Content Moderation by LLM: From Accuracy to Legitimacy

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T07:06:20.486642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.