Paper Citation Record · LEDGER

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation

As of 18 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 2 inbound Pith citation observations for arXiv:2510.24870.

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

pith.paper-citation-record.v1
2510.24870 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:45:23.239669Z

measured 28 of 28 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T10:45:46.597723Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T10:48:12.825250Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy8
unresolved17
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5d14460-846d-4f93-81c4-890f5278323d · outbound

This paper cites an unresolved cited work.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:45:23.623637Z

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 d179d663-0f21-4cdc-bdd6-ef6440c96734 · outbound

This paper cites an unresolved cited work.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:45:23.600017Z

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 3079ceb7-0f91-49ef-b231-7b344aabff78 · outbound

This paper cites statements.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation statements

Reference 3

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T15:45:23.557458Z

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 3b7a2653-5977-4fec-a791-c9df33eea8c0 · outbound

This paper cites A claim isNOT SUPPORTED (False)if:.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation A claim isNOT SUPPORTED (False)if:

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:45:23.431425Z

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 604df5ff-b81c-488f-acd1-ac4052261f11 · outbound

This paper cites Support Evaluation for the TREC 2024 RAG Track: Comparing Human versus LLM Judges.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Support Evaluation for the TREC 2024 RAG Track: Comparing Human versus LLM Judges

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T15:45:23.156115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5590dd58-522a-41ac-baa9-0bd5b078ef01 · outbound

This paper cites Optimizing Dense Retrieval Model Training with Hard Negatives.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Optimizing Dense Retrieval Model Training with Hard Negatives

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T15:45:23.160274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9f6f5f6-897f-406c-be46-f5ac6ce0521d · outbound

This paper cites smoke billowed from the tower.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation smoke billowed from the tower

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:45:23.584568Z

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 efb0f69e-d6f0-4221-bd9c-16cec6992902 · outbound

This paper cites smoke billowed from the tower.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation smoke billowed from the tower

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:45:23.572559Z

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 240175ce-ac81-4537-a275-cfc98a9871e3 · outbound

This paper cites an unresolved cited work.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:45:23.544131Z

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 8ad9bc00-fade-4eef-8d23-3198ba71e270 · outbound

This paper cites an unresolved cited work.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:45:23.529879Z

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 c4a45e94-5ad4-483a-8bfe-56e072c25252 · outbound

This paper cites an unresolved cited work.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:45:23.515324Z

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 2d84775c-80d8-4247-b8b6-ad0893d96e95 · outbound

This paper cites the [event] happened at [a time] in [a place].

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation the [event] happened at [a time] in [a place]

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:45:23.501138Z

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 8411cee4-7dc2-4612-80b2-fed5432532d5 · outbound

This paper cites •Minor wording differences are acceptable if they don’t change meaning.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation •Minor wording differences are acceptable if they don’t change meaning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:45:23.479761Z

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 9a991584-3923-4259-83fd-5c4502586753 · outbound

This paper cites an unresolved cited work.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:45:23.449418Z

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 e1283b84-3895-4190-8895-c2e663ee1365 · outbound

This paper cites an unresolved cited work.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:45:23.416499Z

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 b5f30c8a-93b4-4001-aade-9da6ed73d93e · outbound

This paper cites an unresolved cited work.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:45:23.399087Z

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 fd4527a5-3384-4221-94fe-0ba13badc6c4 · outbound

This paper cites an unresolved cited work.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:45:23.383054Z

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 162d8a2a-e60d-4e04-ba59-5246e7d0a647 · outbound

This paper cites an unresolved cited work.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:45:23.364108Z

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 acb2e0c9-e707-4b33-a702-6c241af719bb · outbound

This paper cites InProceedings of the 2015 Conference on Empirical Methods in Natural Lan- guage Processing, pages 379–389, Lisbon, Portugal.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation InProceedings of the 2015 Conference on Empirical Methods in Natural Lan- guage Processing, pages 379–389, Lisbon, Portugal

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:45:23.640738Z

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 1e2a3b7e-c81c-4d79-9adb-a32d2ca92fa1 · outbound

This paper cites Qwen2.5 Technical Report.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Qwen2.5 Technical Report

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-15T15:45:23.146082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80b24d0e-f256-4e34-8843-3b882c2dd53e · outbound

This paper cites Overview of TREC 2024 Biomedical Generative Retrieval (BioGen) Track.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Overview of TREC 2024 Biomedical Generative Retrieval (BioGen) Track

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-15T15:45:23.124245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 933edf38-2a0a-4be2-9920-ba26bf6dadae · outbound

This paper cites InProceed- ings of the 16th Conference of the European Chap- ter of the Association for Computational Linguistics: Main Volume, pages 634–644, Online.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation InProceed- ings of the 16th Conference of the European Chap- ter of the Association for Computational Linguistics: Main Volume, pages 634–644, Online

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:45:23.676452Z

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 4ea04eb0-f98d-43aa-b67f-1e89cf9b0727 · outbound

This paper cites Core: Robust Factual Precision with Informative Sub-Claim Identification.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Core: Robust Factual Precision with Informative Sub-Claim Identification

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T15:45:23.134962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4b7bbb5-7874-4b2e-9f18-dff95fc84109 · outbound

This paper cites InProceedings of the 2023 Con- ference on Empirical Methods in Natural Language 9 Processing, pages 6465–6488, Singapore.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation InProceedings of the 2023 Con- ference on Empirical Methods in Natural Language 9 Processing, pages 6465–6488, Singapore

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:45:23.662752Z

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 45f87eae-d222-4513-a047-fc5484da9dc1 · outbound

This paper cites Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T15:45:23.140171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14fd82aa-0e05-4532-b50e-f589aebf20f8 · outbound

This paper cites Conformal Linguistic Calibration: Trading-off between Factuality and Specificity.

Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Conformal Linguistic Calibration: Trading-off between Factuality and Specificity

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T15:45:23.129101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation bed4e277-634e-43f0-ba47-da8d7f9f3d8d · inbound

Beyond Relevance: On the Relationship Between Retrieval and RAG Information Coverage cites this paper.

Beyond Relevance: On the Relationship Between Retrieval and RAG Information Coverage Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-02T04:04:25.841386Z

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 2c4cd105-a4c5-4121-ab42-4cef8d59d5dc · inbound

CRAFT: Critic-Refined Adaptive Key-Frame Targeting for Multimodal Video Question Answering cites this paper.

CRAFT: Critic-Refined Adaptive Key-Frame Targeting for Multimodal Video Question Answering Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-06-02T04:04:25.841386Z

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.