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Paper Citation Record · LEDGER

Realistic Evaluation of Toxicity in Large Language Models

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2405.10659.

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

pith.paper-citation-record.v1
2405.10659 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:48:22.761053Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T17:53:46.866704Z

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 7740676d-a93a-4607-ba59-16987e2cb33d · inbound

Improving LLM Safety and Helpfulness using SFT and DPO: A Study on OPT-350M cites this paper.

Improving LLM Safety and Helpfulness using SFT and DPO: A Study on OPT-350M Realistic Evaluation of Toxicity in Large Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T19:48:22.761053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:48:22.761053Z digest=sha256:4847d66ce5152db991531f78ea359702cd8b7e613e2a387e64bb949a3e56f667

Observation 77499ace-b20d-4da6-9f03-500117ba9087 · inbound

KARMA: Karma-Aligned Reward Model Adaptation cites this paper.

KARMA: Karma-Aligned Reward Model Adaptation Realistic Evaluation of Toxicity in Large Language Models

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-06-29T17:53:46.868249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-29T17:52:06.830441Z digest=sha256:6d1188332c6dbc29061c0b47d59c83e914ed8cf0927dba4d3da0a402e86521a3