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Paper Citation Record · LEDGER

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models

As of 9 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2507.04410.

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

pith.paper-citation-record.v1
2507.04410 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:51:44.383393Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

35 of 35 outbound references displayed

  • verified exact3
  • verified fuzzy1
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7e26dfaa-8b76-4d12-a133-81215525810e · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:49.010751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:40.717993Z digest=sha256:a820ddb7297a757f1cf56c20b7e7f15b1e36bfd8b3fd9c6a2700fda858efbde5

Observation 122ca912-b438-41a6-a4f6-9fff69e61b1e · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:48.854467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:40.803228Z digest=sha256:d2a876987445fd0be29d587c1a83f9816ea83f431af38704dba8f19f11e727e5

Observation 8520bf1b-cf35-4753-ad0c-4e1587b87e3e · outbound

This paper cites ACM Multimedia Grand Challenge on Detecting Cheapfakes.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models ACM Multimedia Grand Challenge on Detecting Cheapfakes

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:40.913754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:40.913754Z digest=sha256:b41fb27d9854da72656cbffd3dccd6ebed14a9cc05e30d6088fffe29bcc7b864

Observation 46843c99-cb07-4cf2-be71-439163a83965 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:48.699795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:41.007525Z digest=sha256:d859f976a20462992ca9ddbfa3bb34ea69b23076739d009ca19151c6dfb594ed

Observation fce22ead-868e-4d1d-a162-e48ac6218009 · outbound

This paper cites DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:41.053799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:41.053799Z digest=sha256:9faf21090952923a1a9afcdaeac6fe826690cfc040acc28824149d5d9bb8626b

Observation 2a5f5550-d12c-4065-b7fd-c8b41c523678 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:48.517675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:41.150933Z digest=sha256:0f2f1e49a300bf06f5c6668f265b3138da5424d55445d72467fd403685c41bdf

Observation 5b949345-a059-4663-8da7-896025b97c87 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:48.391946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:41.253474Z digest=sha256:0de4088efff1022cc6312e0d57147d5b5bcf0aad77a3356fbc40d455cf6e3f8f

Observation a9ce4107-e82d-4393-8dda-84a5c3014bbf · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:48.208862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:41.318946Z digest=sha256:871031a8154622488da9f70bf43f0d2222fd62e572a456b6f34fcadc2578e2a0

Observation 091723d1-b67a-4c78-ab81-93068fa95db9 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:48.084598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:41.408254Z digest=sha256:543e67b08b37bb5784b815ba86e931a67e82fbb9436a550376824d558984f3ec

Observation 7399a586-ae0b-45e8-9499-00e52faff652 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:47.945075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:41.505916Z digest=sha256:989fb7e630812c204a8f7bd79f2526ed4493e8f76344db77c14206a68e7f2afd

Observation cbfd86da-5468-487a-a398-4150f8d22010 · outbound

This paper cites Evidence-Grounded Multimodal Misinformation Detection with Attention-Based GNNs.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Evidence-Grounded Multimodal Misinformation Detection with Attention-Based GNNs

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:51:45.201635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:41.599426Z digest=sha256:644bf0dc5a79e3b88658c6263e9699a388567a7c3c660612def3a3d63df74e1f

Observation 8b70399b-ebc6-4ab1-b7f8-53974766103f · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:47.806754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:41.689759Z digest=sha256:fcb5ea04e640f0f3ab8c645a893fb0d909d9954949e2fbd9ead80ed65202fb6c

Observation 171bd400-71b5-4560-bdb8-8585db34f45b · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:47.649875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:41.761250Z digest=sha256:d2eb211d60682ef693b238981dedb86962a1b38c33ffb7320d1a53b9ba074346

Observation 60028b1a-93ba-4153-98aa-242f9378c1dc · outbound

This paper cites Logical Consistency of Large Language Models in Fact-checking.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Logical Consistency of Large Language Models in Fact-checking

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:41.838461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:41.838461Z digest=sha256:cc5786d32b851a6003d15eb7a1d4c219bcdd70660539544ca4c2c3bb3ee2d3ca

Observation aef58f6a-f064-4d9a-b491-c135de10ebff · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:47.467724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:41.928995Z digest=sha256:8ad9ee5c3bb64fb04a08da10962abe1a4338b5606aa65d7439634997a87d5ff2

Observation e7f68851-5029-497f-b110-a7b5dcc7e31d · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:47.275700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:42.016637Z digest=sha256:45b799f2b28187e83eabf3cf8d535861c569c5aa946460e8f6799609cbf27537

Observation 51d3e3da-3745-41fe-a4b6-c445326225a9 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:47.093006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:42.088897Z digest=sha256:6979207ca514f661997ef5c5099dcbfb2aab2b05850eea8958c38cf0435d3e54

Observation 8db5794e-ab89-4aa4-8dd4-d5fdf3309360 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:46.939952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:42.177698Z digest=sha256:5fcf340cfed21d5fd57b24a95f28bc111f009c81561bb19d64853b527b0da9fe

Observation 40bf87cb-0288-42fc-af4a-d8ee532e8112 · outbound

This paper cites Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:42.248959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:42.248959Z digest=sha256:3e11668afa515a1dbccf324bc5bec8df3f3bf26a60b5251e2a0fd306293b1fe3

Observation 2dfe8800-3219-433b-9d0f-402f9dffa0c1 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:46.757762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:42.308643Z digest=sha256:4e10c4639565be580591bc8f6414bcf8f9671ac28e60795b02edce8499126c2c

Observation 22a6fccc-186b-4314-aad4-cc06b08a2a33 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:42.434393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:42.434393Z digest=sha256:df13524d4030734e1a9c469a0e52f242b2ed27d4469221cc657d939966a769d5

Observation 29539820-2d6c-4ef9-b60d-cf3160e8b266 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:46.584619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:42.528643Z digest=sha256:2ad1673c91e23dd49389812f7dfe75b212ca4e95eeefed47afceff9896ba1a87

Observation 9c606136-d984-4378-95ef-f997fb53d331 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:46.401180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:42.660865Z digest=sha256:3ace0acc7eefd3e2f958974453401fac64d7abd5e29e26c58588977ff9790bd8

Observation 1e1ba698-3747-489b-adca-d76039c96130 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:46.209818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:42.780443Z digest=sha256:c278608a19740b079d69a5b1bc2aed5e043eb11b8c0024a5df0183b6943a64ed

Observation 10f24c56-08d0-48b1-957d-8e8c3ff7992a · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 25

Resolution
verified exact
doi, observed 2026-08-06T19:51:44.599991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:42.893766Z digest=sha256:989e329727e24c383f494e18f2e18876585488c07efb1d1855b3f022ff5de1ee

Observation 5fc11818-85e0-48f6-9afc-26a1221920eb · outbound

This paper cites Heart2Mind: Human-Centered Contestable Psychiatric Disorder Diagnosis System using Wearable ECG Monitors.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Heart2Mind: Human-Centered Contestable Psychiatric Disorder Diagnosis System using Wearable ECG Monitors

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:43.033008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:43.033008Z digest=sha256:b02e89e9a4e8ae756bebb2b3c5d64b90fee1e551d493064705a7b20ffef7111b

Observation a84dd33a-0430-4d90-8711-4a7368faa545 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:46.025487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:43.150024Z digest=sha256:5cac73cd31c8f31ac7095fcfa662de3106277b7c88595fa61d54dcee4ec65da0

Observation bc56a545-a83b-4a50-864e-aaa0d013221a · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:43.310756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:43.310756Z digest=sha256:d9f42458c0025cf28bf4b9769a489762b40cdd647b589578774812aad2ab1a28

Observation 02713d0c-add4-4e91-9fe3-ac41e927cad0 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:45.677968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:43.640807Z digest=sha256:2168fe69fa22a27e4b80ca64b8bcb9716bb5e461ff26720e4f3b0a9361ab99b1

Observation 538cb83a-bd82-4ae0-bc4e-f06cedc71b40 · outbound

This paper cites E-FreeM2: Efficient Training-Free Multi-Scale and Cross-Modal News Verification via MLLMs.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models E-FreeM2: Efficient Training-Free Multi-Scale and Cross-Modal News Verification via MLLMs

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:51:44.819787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:43.813574Z digest=sha256:f610d4c589460c6a4703ce8efc064f194d70d7df60ff7f2adf943180b70a733a

Observation e61651ed-fd0c-4e47-a221-82a220b1c416 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:44.023415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:44.023415Z digest=sha256:7bf66f539f3d27aca9ef4d85a98cdda6df0a86aab7895668d261baffee3d311c

Observation 8abcc739-9653-4325-be72-b28da1f09bb0 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:51:45.454605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:44.134907Z digest=sha256:11e9d2497513623329949f2d53f591e425ab84eeb5768435151d2829bdf07b89

Observation 77054917-e206-49e8-8828-7523d17dd341 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:44.237599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:44.237599Z digest=sha256:409e3bb27c09a359a75bfec7cf82bbda32b1c8ab2bccb31299097e004aff1eca

Observation 69ecbb62-81b5-4893-a1b1-7b6cc78600e1 · outbound

This paper cites an unresolved cited work.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:44.383393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:44.383393Z digest=sha256:a2db7bd53c5babd5d1dec4856a24f13c2512fb5f052e969b37b3360161e4c53f

Observation 22436a1c-a2cf-438d-be43-68ba1ab3c5fa · outbound

This paper cites In Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval.

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models In Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:45.840724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:51:43.466156Z digest=sha256:73bb4abf62172e87fb7b72f2792c5ae34a944f35e69ef44dda04c6098c6d1723

Pith citing papers

No inbound Pith citation observations are available.