Paper Citation Record · LEDGER

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics

As of 5 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2605.16962.

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

pith.paper-citation-record.v1
2605.16962 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T07:45:31.490357Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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 exact0
verified fuzzy15
unresolved19
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8a877b64-fd93-48e2-b4ec-6ecc30f55d2f · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.303355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2ed35238-1613-4fbf-992f-a4b9c9291398 · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.305227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9e0c91ba-7191-4429-bfec-076b155586e3 · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.307014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 494d1a58-d464-40fb-a8a4-44bbabb2f1bc · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.353944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2cc88262-c804-4f04-ad35-d06fee0e67c2 · outbound

This paper cites Correct” or “Incorrect.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Correct” or “Incorrect

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.364601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation db259124-ba9a-41ef-a4a8-0a2899b0a2fd · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.350274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b9ad72c9-8467-4706-8c0f-e5f83e8777cf · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.352119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f9ab3b64-2dce-4636-b276-98cff83c4694 · outbound

This paper cites No Leakage.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics No Leakage

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.357841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 01c9588b-3b7f-48f4-9601-50389d2142e2 · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.348466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 376f3bfb-f0e2-48cb-a5e0-c8042caa7968 · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.346765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9a581a68-16ea-46a0-8a81-a49f7bb39139 · outbound

This paper cites True” if you believe the claim is factually correct. • “False.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics True” if you believe the claim is factually correct. • “False

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.341341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0419e465-3a76-4020-b446-33b825d6781c · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.330237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b3d2effa-f045-43f0-a426-b859071c41c3 · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.332045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4ee555a8-7282-4d70-a762-7f8ab92d6e68 · outbound

This paper cites Supported.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Supported

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.333805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e494bd07-d5e9-4176-9701-e12f644ffe89 · outbound

This paper cites For negative samples, the introduced manipulation should be realistic and non-trivial.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics For negative samples, the introduced manipulation should be realistic and non-trivial

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.339147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 732331d8-fa2c-4da8-abc5-6b8fe4db74a1 · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.335589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3bc101a6-6126-4aa0-b464-475b0c72d86b · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.337272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 952f476b-c7a1-462e-bef1-81ba5b45651f · outbound

This paper cites ▷Verification Results:98.6% of the sampled instances are accepted, indicating high quality of the automated pipeline.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics ▷Verification Results:98.6% of the sampled instances are accepted, indicating high quality of the automated pipeline

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.343284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f957089a-2b1a-4267-8a06-c62edd9ebbbf · outbound

This paper cites judgment.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics judgment

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.359637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 20f6a04e-ae87-4ad7-8d2c-497173d79730 · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.361542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6b7448c8-e0ef-482a-a983-850bf8f898ec · outbound

This paper cites The evidence gathered should directly verify or refute the claim, reveal manipulations, or localize relevant regions.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics The evidence gathered should directly verify or refute the claim, reveal manipulations, or localize relevant regions

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.355969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 21f87e21-9f23-483b-87c0-a08fae531967 · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.324026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5c2ff9ed-8dfe-419d-b012-940e16739f67 · outbound

This paper cites quality”: “Pass.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics quality”: “Pass

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.301535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c318b331-87e6-41cd-9e3d-70b08bf156bd · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.345033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 41d2b7f9-c252-4cac-91ec-f16277f4fd47 · outbound

This paper cites judgment.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics judgment

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.314454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 90320278-6651-4ae5-9538-0ff7e929ee8c · outbound

This paper cites the Guider suggested region X.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics the Guider suggested region X

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.316271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fc81916c-a32b-4783-ad70-a9d06f67d48a · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.318454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ae6f0dcb-ecda-45ef-b755-99c73d4f995f · outbound

This paper cites The detailed prompt used for theRefineris provided below.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics The detailed prompt used for theRefineris provided below

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.308944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8c29df8b-708d-4dc2-900f-54faeb04abed · outbound

This paper cites the Guider suggested.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics the Guider suggested

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.310703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2e22f035-107a-4fd0-9e93-f2f63b1b4fd7 · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.312564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0dd26978-7cba-4622-9a16-19c6be7643b7 · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.322323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 63c812a2-2ce7-4731-b65d-ebd7646a9421 · outbound

This paper cites an unresolved cited work.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:54:50.320410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 82295a68-19a6-4572-b0ae-902802d00c4b · outbound

This paper cites To encourage the model to strive for high-precision grounding rather than mediocre overlap, we apply an exponential mapping function to continuous metrics (IoU, F1, tIoU).

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics To encourage the model to strive for high-precision grounding rather than mediocre overlap, we apply an exponential mapping function to continuous metrics (IoU, F1, tIoU)

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.328476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e48e4741-8274-4b4c-a44e-b7eb865f91c7 · outbound

This paper cites The model receives a positive reward if and only if the output strictly follows the required format: Rfmt = ( 0.2if format is valid 0.0otherwise (16).

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics The model receives a positive reward if and only if the output strictly follows the required format: Rfmt = ( 0.2if format is valid 0.0otherwise (16)

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:54:50.326296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 86d8ac52-6d3e-4836-a7ff-b4f388ccabe2 · outbound

This paper cites evaluation.

OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics evaluation

Reference 35

Resolution: malformed identifier; arxiv_id, observed 2026-05-21T07:49:50.281051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

No inbound Pith citation observations are available.