Paper Citation Record · LEDGER

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance

As of 18 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 6 inbound Pith citation observations for arXiv:2501.03995.

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

pith.paper-citation-record.v1
2501.03995 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:46:02.947901Z

measured 27 of 27 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:31:36.475288Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T19:09:22.874202Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy1
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99e1a8f9-d16f-464d-a208-dda6ff9e2d09 · outbound

This paper cites GPT-4 Technical Report.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.801078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06193458-4ed2-47d3-8ee6-40d0ee38e2d5 · outbound

This paper cites an unresolved cited work.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.810930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f49c78f3-560b-4507-9f40-3bccab9d86f2 · outbound

This paper cites an unresolved cited work.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:46:03.427036Z

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 692778b9-1ef8-4e8e-b381-8085cdf683f0 · outbound

This paper cites an unresolved cited work.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:46:03.410096Z

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 41979c51-a999-4b86-b6c7-a1d5ff12adad · outbound

This paper cites an unresolved cited work.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.831038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7fc49d8-60ad-4b42-9bb0-239ad1a942f9 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Gemini: A Family of Highly Capable Multimodal Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.837595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a32f952-b33a-454b-ab77-48b84a5be3e1 · outbound

This paper cites Lewis, E.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Lewis, E

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.844991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8abae05c-8eda-481e-928d-00bfc0881042 · outbound

This paper cites FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.854131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca3b2864-de74-4dfd-82f7-1bcb04bff3ee · outbound

This paper cites Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.860807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bd104ea-933f-4af6-83c1-363c46340a1f · outbound

This paper cites MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.866800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8b98bca-bc3f-44ba-80ba-4cb79604e244 · outbound

This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Ragas: Automated Evaluation of Retrieval Augmented Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.873347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b87d23e-d6de-4955-b012-9bd9b224ec30 · outbound

This paper cites Gunjal, J.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Gunjal, J

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:46:03.366872Z

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 081894b7-1eaa-4d19-a8e2-1c3f6eb2f635 · outbound

This paper cites FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.885450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 636caf5a-42f2-439e-8b1f-01e6ee878bdb · outbound

This paper cites Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.896526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2cf7bb2-7733-40c6-9b3c-c1615a30318c · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance LLaMA: Open and Efficient Foundation Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.904392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fb4af0a-6b95-49cd-8250-adcee860a39b · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Fine-Tuning Language Models from Human Preferences

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.910842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee4f703e-cb2b-4693-b4fd-3e57f671e83c · outbound

This paper cites an unresolved cited work.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:46:03.346803Z

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 a7afd2e9-e69b-4d85-bfb4-c8c6ec898a05 · outbound

This paper cites Radford, J.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Radford, J

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.925836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4103d1b-e746-47cf-be6c-8aa87a0d66a9 · outbound

This paper cites an unresolved cited work.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:46:03.307052Z

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 bb37a47c-8712-42be-af1f-1fa20a63ecbf · outbound

This paper cites an unresolved cited work.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:46:03.286949Z

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 e91f06ae-1de5-45cc-b3cc-c4284b84c4ed · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.947901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 31ccc85a-24d6-451c-94b7-9b41dbac7e9d · inbound

Re-ranking the Context for Multimodal Retrieval Augmented Generation cites this paper.

Re-ranking the Context for Multimodal Retrieval Augmented Generation RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T21:31:36.475288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef38721-359e-40b8-807a-e07e6cb9b81b · inbound

Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation cites this paper.

Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T23:35:56.611119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96eb924c-8d5f-4e91-b708-f025a02de331 · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance

Reference 110

Resolution: unresolved; no resolver link, observed 2026-08-05T20:28:53.043731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d91e4b0-b890-4a1e-ac4c-89246f4005bf · inbound

Purifying Multimodal Retrieval: Fragment-Level Evidence Selection for RAG cites this paper.

Purifying Multimodal Retrieval: Fragment-Level Evidence Selection for RAG RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T10:11:28.073042Z

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 fb8876d2-aaf3-47f2-9745-bd3aff26b94c · inbound

"I Don't Know" -- Towards Appropriate Trust with Certainty-Aware Retrieval Augmented Generation cites this paper.

"I Don't Know" -- Towards Appropriate Trust with Certainty-Aware Retrieval Augmented Generation RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:11:11.530707Z

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 1af1e809-81ee-496b-b7c5-4cc6bd8b2d6f · inbound

Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation cites this paper.

Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:09:22.878426Z

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.