Paper Citation Record · LEDGER

Sociodemographic Bias in Language Models: A Survey and Forward Path

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2306.08158.

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

pith.paper-citation-record.v1
2306.08158 v5

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 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:58:22.734725Z

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

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b9232d29-b546-446a-97e6-04083094d021 · inbound

AI Safety Landscape for Large Language Models: Taxonomy, State-of-the-art, and Future Directions cites this paper.

AI Safety Landscape for Large Language Models: Taxonomy, State-of-the-art, and Future Directions Sociodemographic Bias in Language Models: A Survey and Forward Path

Reference 280

Resolution: verified exact; arxiv_id, observed 2026-05-23T21:55:49.965042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ec662841-01ab-46c4-bedc-ff6493c958d0 · inbound

Phare: A Safety Probe for Large Language Models cites this paper.

Phare: A Safety Probe for Large Language Models Sociodemographic Bias in Language Models: A Survey and Forward Path

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:22.734725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c437645e-ded5-45ae-821a-16568509e8b1 · inbound

StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs cites this paper.

StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs Sociodemographic Bias in Language Models: A Survey and Forward Path

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:51:27.332623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8807728c-ff5b-45bf-a739-44c57eaea1b7 · inbound

StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs cites this paper.

StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs Sociodemographic Bias in Language Models: A Survey and Forward Path

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:22:28.985826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.