Paper Citation Record · LEDGER

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge

As of 9 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 2 inbound Pith citation observations for arXiv:2606.04323.

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

pith.paper-citation-record.v1
2606.04323 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T07:25:25.260193Z

measured 15 of 15 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:18:04.004784Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T00:31:39.442909Z

Reference resolution

13 of 13 outbound references displayed

verified exact3
verified fuzzy0
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2d673b4-5787-45dd-ba9a-e0f2e25494bd · outbound

This paper cites Moment Sampling in Video LLMs for Long-Form Video QA.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge Moment Sampling in Video LLMs for Long-Form Video QA

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-02T06:16:43.984219Z

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.

Observation 7f8ce13e-dca4-4799-aad0-d6a31bfba0b7 · outbound

This paper cites Langgraph.https://github.com/ langchain-ai/langgraph, 2026.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge Langgraph.https://github.com/ langchain-ai/langgraph, 2026

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T07:25:25.260193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 213a7e86-085b-472c-b4fa-16b9e92e1912 · outbound

This paper cites Vrr-qa: Visual relational rea- soning in videos beyond explicit cues.arXiv preprint arXiv:2506.21742, 2026.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge Vrr-qa: Visual relational rea- soning in videos beyond explicit cues.arXiv preprint arXiv:2506.21742, 2026

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-02T06:16:43.989250Z

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.

Observation 2539b110-39ac-4ce0-bfc6-ba040627ce1b · outbound

This paper cites Confidence im- proves self-consistency in llms.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge Confidence im- proves self-consistency in llms

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T07:25:25.260193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80a0d1c3-02fa-4f7a-873d-d08c0e926149 · outbound

This paper cites Implicitqa dataset.https : / / huggingface.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge Implicitqa dataset.https : / / huggingface

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T07:25:25.260193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ac2b282-1676-4779-bfea-256b5598cf8e · outbound

This paper cites Cvpr 2026 vidllms work- shop challenges.https : / / www.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge Cvpr 2026 vidllms work- shop challenges.https : / / www

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T07:25:25.260193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80ac0f45-9ee8-4285-90eb-cf27593fae49 · outbound

This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T07:25:25.260193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f426a4c2-e670-4fe3-bf3b-7630bee1d095 · outbound

This paper cites Weave by weights & biases.https: //github.com/wandb/weave, 2026.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge Weave by weights & biases.https: //github.com/wandb/weave, 2026

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T07:25:25.260193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2c0de60-a1cc-4925-8fca-910c79b00d99 · outbound

This paper cites Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-02T06:16:43.986535Z

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.

Observation 6658e178-c868-41db-ab9d-8bc37312a50f · outbound

This paper cites 8 Restate what the question is asking in your own words.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge 8 Restate what the question is asking in your own words

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T07:25:25.260193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a93941ef-9092-4ddd-b944-b03fe72855d3 · outbound

This paper cites Identify what makes the candidate options different from each other.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge Identify what makes the candidate options different from each other

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T07:25:25.260193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81fc0b96-712b-4fcf-8380-c3ab6962b64a · outbound

This paper cites Verify what is actually visible or strongly implied by the video.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge Verify what is actually visible or strongly implied by the video

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T07:25:25.260193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eb29db8-2369-4b9c-a87f-d9fe85094f5d · outbound

This paper cites question_understanding.

Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge question_understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T07:25:25.260193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 86ce2e25-3782-463f-9393-74fbe1e810d7 · inbound

It's the Decoding Format, Not the Perturbation: Auditing Consistency-Based Selection for Vision-Language Test-Time Scaling cites this paper.

It's the Decoding Format, Not the Perturbation: Auditing Consistency-Based Selection for Vision-Language Test-Time Scaling Answer Self-Consistency with Margin-Triggered Question Re-Arbitration for the CVPR 2026 VidLLMs Challenge

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:31:39.522978Z

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.

Observation 7ec4e79e-9ed2-4f5e-ac08-390f51a7baee · inbound

It's the Decoding Format, Not the Perturbation: Auditing Consistency-Based Selection for Vision-Language Test-Time Scaling cites this paper.

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T04:18:04.004784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.