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Paper Citation Record · LEDGER

LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 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 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:33:08.466621Z

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-09T19:14:31.076067Z digest=sha256:ca5206cfba56220b0f3a81212a94537e6741f6fa28a29cdf1915c15ec5cb240f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-08T11:08:22.322879Z digest=sha256:b9f27459728d3e4ecd2f81f1659738347bbad74f05705396e060ed92b9c62bef

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-08T12:07:02.778631Z digest=sha256:3fd2837db6003e2873a7db52d7cc6a729fd26fb31c15cb64b170228e8dab6ef2

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-15T04:55:36.069767Z digest=sha256:6f176426494d90236e8f5d22de7071f0c463846d5a10707526c41a02300bee64

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-15T04:55:36.069767Z digest=sha256:04af1b32183659dc39e1790616133aefa95e3ff90ef3de0aacc9a0c31768b97a

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=sha256:70852d572e5a289da54e0f441ed973a689bfa9344c69cd82bc1a89fe0679ad72

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=sha256:03ec94c435a322544e11c4e50b34dc6d450b87d84429f15e70924be0d82153bf

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T14:17:41.347193Z digest=sha256:11cca1bac1614c687242da6a6855eb855dfdc7dfabdc7ebf069c9f18ed817ba2

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-06-27T21:39:26.268337Z digest=sha256:a9c1bc676a7847d0a1a0acd788b6bfa54d13bc3fd207d705fc5c13b8d1af2279

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-06-27T13:32:18.368158Z digest=sha256:d46f9611dd4307fc159e5c9fad43e6360843317e36b27c482868c44ca0a66374

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-06-26T20:27:41.561992Z digest=sha256:f5ec8d72e020cb90dea3aa21fc3ed40be48a3adc5c7ad74398783440dc912fa1

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=sha256:6693ac8726aa6a1ea11c2cc07a2d6b5dbfe745411f7406bd98b59a9ca6b79837