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Paper Citation Record · LEDGER

On Calibration of LLM-based Guard Models for Reliable Content Moderation

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2410.10414.

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

pith.paper-citation-record.v1
2410.10414 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:37:54.901891Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:29:44.075780Z

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 6293dcee-67a5-4538-ae61-7c7c24ae35e7 · inbound

A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions cites this paper.

A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions On Calibration of LLM-based Guard Models for Reliable Content Moderation

Reference 126

Resolution
unresolved
no resolver link, observed 2026-08-11T20:37:54.901891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:37:54.901891Z digest=sha256:c2da119a4a23ccae48f0a35fb0f1f012db7cd8d2a0f8a31aee78220e0b1b7c47

Observation 35c4bcef-1500-4a11-a17b-48205080ce62 · inbound

Guardians and Offenders: A Survey on Harmful Content Generation and Safety Mitigation of LLM cites this paper.

Guardians and Offenders: A Survey on Harmful Content Generation and Safety Mitigation of LLM On Calibration of LLM-based Guard Models for Reliable Content Moderation

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:04.217122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:13:04.217122Z digest=sha256:a3f56d79f8f32daa73b1b151c767ea2a7ddc506f477d25c242ccf306ba9248a8

Observation 2eaee460-0851-49f9-97b8-4f65e3d40154 · inbound

YouthSafe: A Youth-Centric Safety Benchmark and Safeguard Model for Large Language Models cites this paper.

YouthSafe: A Youth-Centric Safety Benchmark and Safeguard Model for Large Language Models On Calibration of LLM-based Guard Models for Reliable Content Moderation

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T19:55:56.526754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:55:56.526754Z digest=sha256:7ca80507b3e7cdd776c33e0ac99b14862bf256e089643926283618d2802a4845

Observation 040569f1-7c8c-41ed-92d5-4845524e1f5a · inbound

Confidently Wrong: Severity-Aware Calibration of Prompt-Injection Detectors under Attack Shift cites this paper.

Confidently Wrong: Severity-Aware Calibration of Prompt-Injection Detectors under Attack Shift On Calibration of LLM-based Guard Models for Reliable Content Moderation

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-04T09:29:44.077272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-26T09:55:08.178751Z digest=sha256:af87838ed7d972528ed6cf5e61eff85c35dddd42982af1eb169c5351d549a24d

Observation 35af437b-3f43-485f-b41c-a41fc74ed678 · inbound

The Entanglement Wall: Activation-Space Probes as Risk Detectors, Not Context Adjudicators cites this paper.

The Entanglement Wall: Activation-Space Probes as Risk Detectors, Not Context Adjudicators On Calibration of LLM-based Guard Models for Reliable Content Moderation

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T07:09:31.857683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:09:31.857683Z digest=sha256:5a301275db10b5384cc1aef3019dba1e87cb4805e7cf2d84109da86ed10d76fe