Paper Citation Record · LEDGER

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding

As of 10 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2606.11838.

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

pith.paper-citation-record.v1
2606.11838 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T10:37:52.186246Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

33 of 33 outbound references displayed

verified exact0
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cce4ce6e-70f5-48c3-bd5d-1e146ed7bfbf · outbound

This paper cites Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T08:57:47.800558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dd2f63ab-fbaf-47c7-95f1-e93d9b7b1f81 · outbound

This paper cites Huynh-Thu, Q.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Huynh-Thu, Q

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T08:57:47.803146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e72cd645-9c64-4d48-b25e-7972868420c8 · outbound

This paper cites Timeblind: A spatio-temporal compositionality benchmark for video llms.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Timeblind: A spatio-temporal compositionality benchmark for video llms

Reference 3

Resolution: malformed identifier; arxiv_id, observed 2026-07-03T08:57:47.797890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 988649f3-cf1f-44ec-825f-c0b0efb7026b · outbound

This paper cites All VQA inference uses Qwen3.5-VL as the fixed backbone, following VBench-2.0’s video-based multi-question answer- ing pipeline.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding All VQA inference uses Qwen3.5-VL as the fixed backbone, following VBench-2.0’s video-based multi-question answer- ing pipeline

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 086238a0-6339-43fa-bbc8-4cdf8634e366 · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4c66c6e-366a-43b1-8d8c-bba805f1736a · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72177d30-0bf4-4e5c-94d0-53bee23155b7 · outbound

This paper cites Verify whether.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Verify whether

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfbb18da-b86b-47d4-b9fa-37d3bfd8416b · outbound

This paper cites (Critical) - Verify whether.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding (Critical) - Verify whether

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a06ade47-a14d-4ca2-9bf1-24fcfc6eb06c · outbound

This paper cites (Critical) E.1.2 Semantic Reasoning Trace Generation.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding (Critical) E.1.2 Semantic Reasoning Trace Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e69889fd-e50b-48bc-86bd-6b646cbb87c1 · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0ef3ee9-22ea-4fec-8319-c42b6212ce2c · outbound

This paper cites Each subject/object ID in the relationship scene graph refers to the corresponding object ID in the object scene graph.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Each subject/object ID in the relationship scene graph refers to the corresponding object ID in the object scene graph

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a9b3987-f2a3-48ca-9e46-89f1323ab65d · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34659f4d-8af2-4ad7-8869-0858a36af00e · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 721158e2-8671-4b45-80a3-689f977ccda7 · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16b9ff76-a133-466d-ba2c-1179c6253131 · outbound

This paper cites After evaluating all claims, write a concise Final Analysis explaining the final score based on the distribution of Critical/Minor claims and their judgments.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding After evaluating all claims, write a concise Final Analysis explaining the final score based on the distribution of Critical/Minor claims and their judgments

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5318a317-aef0-4468-8b8c-aeeba431a527 · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 059f60ad-fed9-4071-80cd-6943a368678e · outbound

This paper cites Do not merge multiple claims into one bullet.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Do not merge multiple claims into one bullet

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c9e8595-e07e-4079-b94f-0933f64d6338 · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2cfb8e5-95fc-476d-ad7a-39bc7da00eaf · outbound

This paper cites State what is actually observed or stated, not what should be present.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding State what is actually observed or stated, not what should be present

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 734b8272-c582-4414-af83-26761bb6c0eb · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e31884d-8786-482e-9ed6-64892c7f4910 · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f265f0f-258a-46a7-837a-abd1cf663343 · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6c6b91e-b5d7-4d96-a733-bf13b89efe7a · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aee6c800-ebd8-478f-84d0-81553f77ab9d · outbound

This paper cites Evidence:.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Evidence:

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fb809f7-d4b7-405c-92c4-cd5f71b001ac · outbound

This paper cites [Score Definition] - 5 (Excellent): ALL claims, both Critical and Minor, are Supported.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding [Score Definition] - 5 (Excellent): ALL claims, both Critical and Minor, are Supported

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7af703a3-0e72-4055-89b6-b3ac8ccc7677 · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cbcf5c0-57aa-4576-a1b5-f0c7d73a1b24 · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12f74a69-379d-4b21-85d0-0b725736f879 · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40104b54-9aaf-4ef2-b650-18cd27e956e4 · outbound

This paper cites an unresolved cited work.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1cbf68b-aa67-4880-af98-904007a70981 · outbound

This paper cites objects": [{.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding objects": [{

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d0ad134-f360-458c-af45-d473c156dc0e · outbound

This paper cites For each claim, assign a semantic importance label: (Critical/Mi- nor).

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding For each claim, assign a semantic importance label: (Critical/Mi- nor)

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d09862e7-c4ad-43ba-a4c1-b158c1512963 · outbound

This paper cites For each claim, write one bullet with specific evidence and brief reasoning, ending with the Judgment label in parentheses: (Supported/Partially Supported/Contradicted).

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding For each claim, write one bullet with specific evidence and brief reasoning, ending with the Judgment label in parentheses: (Supported/Partially Supported/Contradicted)

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddf40ad7-1fad-4fc6-a5ae-14fe1dc5b0f4 · outbound

This paper cites Score:<1-5>.

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding Score:<1-5>

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-27T10:37:52.186246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.