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Paper Citation Record · LEDGER

LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2508.12733.

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

pith.paper-citation-record.v1
2508.12733 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:44:39.570928Z

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

0
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 4f8522d9-d01a-46b1-a329-8a81b76581fd · inbound

ML-Bench&Guard: Policy-Grounded Multilingual Safety Benchmark and Guardrail for Large Language Models cites this paper.

ML-Bench&Guard: Policy-Grounded Multilingual Safety Benchmark and Guardrail for Large Language Models LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T15:47:05.810661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-09T19:14:31.076067Z digest=sha256:c40ebb05bf2b71fe51298dd9bbcd483516455c91ad8cbfb33562f3c75daf72db

Observation ef789d44-7f58-467f-b099-81937e287bb4 · inbound

XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity cites this paper.

XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 30

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T19:41:11.083461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T11:08:22.322879Z digest=sha256:2331b557e59db417384e50cb207aee4a3def4957fc97339a0fb29f77eacf8020

Observation a9f9652f-600e-4dcc-9b98-21a2d4910d9c · inbound

When No Benchmark Exists: Validating Comparative LLM Safety Scoring Without Ground-Truth Labels cites this paper.

When No Benchmark Exists: Validating Comparative LLM Safety Scoring Without Ground-Truth Labels LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-08T21:39:24.589893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-08T12:07:02.778631Z digest=sha256:23f30088e72804997535443f46fcaa67de9aa5b06b8358534e22c0a7e2d03295

Observation 755969a8-9c46-474d-8f62-0c27adcf2170 · inbound

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety cites this paper.

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:59:45.809175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T04:55:36.069767Z digest=sha256:3804f6cccd07036dd627f736088cdf0cbbeaf91411f06b167ff8869a68204de0

Observation 5df3cecd-b005-4933-ae0b-a7b822b88c0a · inbound

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety cites this paper.

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:59:44.662650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T04:55:36.069767Z digest=sha256:02380390ca7598c0bd1846e0c171752fdbb38bad8dc09edb1d0cfa3c2f529833

Observation 2e41d711-ec72-4609-94eb-39df2223d929 · inbound

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety cites this paper.

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-12T16:49:32.395383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T16:49:32.395383Z digest=sha256:d8a361fda26d73538fd926dadb4c7c9818d7d1c571ef3b88441b510eaf853f57

Observation 05c9aa11-4d72-4f49-8a4f-a3f793ab3a4e · inbound

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety cites this paper.

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-12T16:49:32.395383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T16:49:32.395383Z digest=sha256:566d9a64cda5924496fe918c0590fe25ab491c3ab429b5507f62012928bb1083

Observation 6a68d56c-34c7-4e66-88c7-f9390a73ef79 · inbound

Why Do Safety Guardrails Degrade Across Languages? cites this paper.

Why Do Safety Guardrails Degrade Across Languages? LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-20T14:18:21.087198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-20T14:17:41.347193Z digest=sha256:3bb1d5639d34e7846ca124970794e8db8d73f94e40f209ed0dc2dc15f686fa6d

Observation 1e659c98-6bf0-4add-8898-6e50492c633f · inbound

Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators cites this paper.

Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-06-27T21:41:18.514613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-06-27T21:39:26.268337Z digest=sha256:4ea738ffa8d09226b748a78d8d256bdb96bcdfab59e10a19a48801f491526bb5

Observation 1fc89997-e9b1-4654-959b-b9948a8d293d · inbound

Sch\"utzen: Evaluating LLM Safety in Bulgarian and German Contexts cites this paper.

Sch\"utzen: Evaluating LLM Safety in Bulgarian and German Contexts LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-06-27T13:40:57.793984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-06-27T13:32:18.368158Z digest=sha256:39270dde051e8a80649bc815960d772d1b9964f705ab2efbc8137a2e862cf3c1

Observation 1879a42c-a0f5-4f97-af4b-0d0c0b355d83 · inbound

Creating Multilingual Mental Health Dialogue Datasets: Limits of Persona-Based Localization via Nationality and Language cites this paper.

Creating Multilingual Mental Health Dialogue Datasets: Limits of Persona-Based Localization via Nationality and Language LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-06-26T20:29:57.644535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-06-26T20:27:41.561992Z digest=sha256:5e49af000fbb99d4ced3396610f55934d62679cd91b60644acb07377e1e7621a

Observation ff6b22e8-1ba2-4eb5-bb6a-bd5dcbe0a313 · inbound

Safety That Does Not Transfer: Cross-Lingual Clinical Correctness Drift in Deployable Medical Language Models cites this paper.

Safety That Does Not Transfer: Cross-Lingual Clinical Correctness Drift in Deployable Medical Language Models LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T18:33:08.466621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:33:08.466621Z digest=sha256:49531b890e8f59f1ecd3ef1f05d8f81e5009966ce3817cc72451d64a22bacd39

Observation 53ae79b2-54af-4696-898e-1e81e842cab4 · inbound

Who Bridges Safety? Identifying and Targeting Cross-Lingual Shared Safety Pathways cites this paper.

Who Bridges Safety? Identifying and Targeting Cross-Lingual Shared Safety Pathways LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T23:44:39.570928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T23:44:39.570928Z digest=sha256:c2e9f18781cd1fbefbdbec30da27102b4bf299f757ba10cb5029e8c0c4ce258a