Paper Citation Record · LEDGER

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification

As of 7 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2507.20700.

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

pith.paper-citation-record.v1
2507.20700 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:24:40.040295Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact4
verified fuzzy1
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bff83559-fc3a-4542-84a0-1bfdfa634a3e · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:24:40.841833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ede38a1f-56fd-4670-b35d-8becc88f6c36 · outbound

This paper cites Are Large Language Models Good Fact Checkers: A Preliminary Study.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Are Large Language Models Good Fact Checkers: A Preliminary Study

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.838917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84d71e41-0a92-42ed-89be-ed9d228bd467 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:24:40.825894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 62122a49-b267-4843-84c5-e5f77dfe64c6 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.850734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3cf5d6e-2f17-46e6-af8b-315b2c36ce72 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.855663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97264bcb-1c62-45d7-900b-9a62a2995556 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.861161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 332bb888-4d46-474f-b459-e1d592564095 · outbound

This paper cites Claim Verification in the Age of Large Language Models: A Survey.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Claim Verification in the Age of Large Language Models: A Survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.866730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6973b736-2867-4194-8a3e-ac2ba2c4310a · outbound

This paper cites The Llama 3 Herd of Models.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.872315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f79fe589-fa59-4c96-a3d8-30bbae309cc8 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:24:40.794916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 39ad166a-bbd5-4a98-bfab-fc582d84d2fe · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.882613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a88e6f82-4fcb-4313-bae1-05e3eb1e99d2 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.888693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28940269-1296-449f-bbb3-aadb27efb251 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.898898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 136984f5-5a00-40b5-9154-ffe7cb94296a · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:24:40.766183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7faf1518-ed73-413c-a5b1-ca6080c62039 · outbound

This paper cites Do Large Language Models Know about Facts?.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Do Large Language Models Know about Facts?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.909666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4676a5ba-c869-4542-bcda-219ebc9ab82d · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-06T13:24:40.215014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88edbdaf-b467-4b51-9cd6-7ca6a3fdb8e5 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:24:40.748242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation acc2c5d2-0619-422a-bb71-3c2aca20d633 · outbound

This paper cites MM-COVID: A Multilingual and Multimodal Data Repository for Combating COVID-19 Disinformation.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification MM-COVID: A Multilingual and Multimodal Data Repository for Combating COVID-19 Disinformation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.928291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccd07e14-7cd6-4ccc-9199-8088232ba932 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.934616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 743af628-334b-40d1-8520-49b0f0ed14ea · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:24:40.729931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5df1582c-8749-4edd-9d5b-d1cdaa27dbd8 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 20

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T13:24:40.499104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 032183da-8d6e-4351-879e-45c568c5b2d9 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:24:40.712812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a2673cb3-6f17-4bcc-a5c7-348b0382fd71 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.957033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4569b478-96e7-43c5-b314-556c7c6b09a5 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.962220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46bf672b-f9c6-4321-ae90-32fd2597ce71 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.967892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cd4308e-8304-464b-9593-87ec112e0e91 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:24:40.693722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e04c351a-9350-4987-bfe6-ff4ad12ad4b3 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-06T13:24:40.156279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c2ab3771-e769-4266-8b10-148904bafef2 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:24:40.674801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 85c4854d-3dd5-428c-8b9e-f631acde8cc0 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:24:40.657119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b5ae6d33-c9d5-4141-839b-4445e1abc247 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:39.997352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14765a8e-119e-4862-a20a-6bccc94b18f5 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-06T13:24:40.130737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e4d97dfe-8d0f-4beb-9cea-60a5ea650b6b · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:40.012712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fe65661-3633-4511-a47c-42ffef5d1d55 · outbound

This paper cites Monolingual and Multilingual Misinformation Detection for Low-Resource Languages: A Comprehensive Survey.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Monolingual and Multilingual Misinformation Detection for Low-Resource Languages: A Comprehensive Survey

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-06T13:24:40.320209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d7841d4a-2ac3-4e6a-bac8-e414ebaddaca · outbound

This paper cites Chi, Quoc V.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Chi, Quoc V

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:40.024735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af71a6fa-acb5-492e-a628-8bca4bd1f40e · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:40.029454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0149a2d-4c40-4839-977d-79f21cb5d02e · outbound

This paper cites Qwen2.5 Technical Report.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Qwen2.5 Technical Report

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T13:24:40.034836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bd21b3f-990c-4807-8c3e-1ae4fe9f08e8 · outbound

This paper cites an unresolved cited work.

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:24:40.629239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.