Paper Citation Record · LEDGER

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation

As of 8 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2506.11063.

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

pith.paper-citation-record.v1
2506.11063 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:33:14.927133Z

measured 30 of 30 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T11:17:44.998703Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T19:41:08.798950Z

Reference resolution

29 of 29 outbound references displayed

verified exact3
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de6869c8-7c6c-4e41-8853-6f95fe75901c · outbound

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

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:12.540766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 916bdafb-d9a1-4c59-8c46-36f77f11e7c2 · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:12.596466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f59ad788-0f86-47f1-9215-c4ff14cec8d3 · outbound

This paper cites Context-DPO: Aligning Language Models for Context-Faithfulness.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:12.688048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eee298f-5d3c-4ca6-aac5-e426138b56c3 · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T12:33:15.385185Z

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 9f1fb40a-133c-4538-ae18-1a8dc28dd929 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:12.917521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0654adb8-971c-43b4-82fc-334d23e160dc · outbound

This paper cites ColPali: Efficient Document Retrieval with Vision Language Models.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation ColPali: Efficient Document Retrieval with Vision Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:13.044790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eb97c0b-0434-4191-ba07-aef37fce234a · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:13.138609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eb1b4b9-7f50-420f-b984-6216f18da1ce · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-07T12:33:15.247940Z

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 484f6cc3-3d94-4109-84d3-d6735c8de669 · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:13.322620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fcbc024-2a82-4fc4-abc6-a6b4190094d3 · outbound

This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation MS MARCO: A Human Generated MAchine Reading COmprehension Dataset

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:13.412777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87ed0452-2d74-4914-9672-2c5ae5d726f0 · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:33:17.394543Z

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 aac55e55-2e22-48d3-8d59-1d10742f6fcf · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:33:17.111022Z

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 38d0df00-229d-4d20-866d-6891951f44be · outbound

This paper cites SoccerRAG: Multimodal Soccer Information Retrieval via Natural Queries.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation SoccerRAG: Multimodal Soccer Information Retrieval via Natural Queries

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:13.708351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83189a41-0130-4097-831a-acd470b223df · outbound

This paper cites Order Matters: Exploring Order Sensitivity in Multimodal Large Language Models.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Order Matters: Exploring Order Sensitivity in Multimodal Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:13.789790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0b02827-e284-444d-8485-5f32470c0e80 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:13.856921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 796431a6-8291-4a6b-9f4f-a9dd92b8d963 · outbound

This paper cites Primacy Effect of ChatGPT.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Primacy Effect of ChatGPT

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:13.941254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa675a69-dd21-4ec5-ac2e-1f53af6dddfc · outbound

This paper cites MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:13.995672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2742562c-ddeb-4354-bf06-1157a149b324 · outbound

This paper cites MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:14.060873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3467e97e-cb67-4bb8-98b4-343ab538273c · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:14.135377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beb9da3d-39af-4c6c-a2c9-c5ad55e9460f · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:14.201659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66d470d3-a436-415b-8498-7cfe18e7f13c · outbound

This paper cites VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:14.304425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb3a785-696a-4844-aa16-bbcb1d934a60 · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:14.399732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5e312c7-c9ed-4379-b09c-31545f4683af · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:14.494904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d41682d-6b86-4cfc-80e7-aea0bd85791d · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:33:16.788517Z

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 ebc9cbd4-07ef-4129-a87a-31a5734bbca0 · outbound

This paper cites VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:33:15.578911Z

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 20de0208-2abe-4f1d-8c2a-912cf89fdd26 · outbound

This paper cites DocPrompting: Generating Code by Retrieving the Docs.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation DocPrompting: Generating Code by Retrieving the Docs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:14.716647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05d4c335-e330-4228-8319-adcadcb612bd · outbound

This paper cites an unresolved cited work.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:33:16.609434Z

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 aa4bb722-b1e8-4a9c-a4ea-265e2f0db2b8 · outbound

This paper cites online" 'onlinestring :=.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation online" 'onlinestring :=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:14.859372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f3879d5-508b-4253-9b72-1cd83fcae7e9 · outbound

This paper cites write newline.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation write newline

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:14.927133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation cf684778-bd6d-44c9-a021-83fe4fa3c054 · inbound

The Cost of Context: Mitigating Textual Bias in Multimodal Retrieval-Augmented Generation cites this paper.

The Cost of Context: Mitigating Textual Bias in Multimodal Retrieval-Augmented Generation Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:41:08.800728Z

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.