Paper Citation Record · LEDGER

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary

As of 7 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2605.21132.

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

pith.paper-citation-record.v1
2605.21132 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T04:48:08.973656Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T16:37:09.666491Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T16:38:39.546198Z

Reference resolution

20 of 20 outbound references displayed

verified exact6
verified fuzzy9
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ef6eeb3-39a7-46ef-a890-bc3a936059b7 · outbound

This paper cites GPT-4 Technical Report.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary GPT-4 Technical Report

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T04:49:35.531349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8072df2e-a283-4a21-92de-035210450d86 · outbound

This paper cites Qwen3-VL Technical Report.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary Qwen3-VL Technical Report

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T04:49:35.539347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fc269f3a-538c-438c-9ec5-c2b6c0b4e60c · outbound

This paper cites WhisperX: Time-Accurate Speech Transcription of Long-Form Audio.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary WhisperX: Time-Accurate Speech Transcription of Long-Form Audio

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T04:49:35.523247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 98df7444-1714-4d2a-ba23-e2a0161359ca · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T04:49:36.105649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9ba885a3-d68e-4e1e-9df3-c22784e810a2 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T04:49:36.119257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e337d2d0-6e14-4fbc-8d32-333e38b57d17 · outbound

This paper cites Jiang, Y.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary Jiang, Y

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T04:49:35.542183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d03c9cc8-bb77-4b72-a9a6-738bab688c7f · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T04:49:36.121080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 06220fc5-720d-4a36-9def-77bab5c2cff5 · outbound

This paper cites Science robotics10(104), eadt5254 (2025).

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary Science robotics10(104), eadt5254 (2025)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T04:49:36.115279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 75f4989b-1de8-4952-b419-ebbab574e497 · outbound

This paper cites International Journal of Computer Assisted Ra- diology and Surgery (May 2024).

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary International Journal of Computer Assisted Ra- diology and Surgery (May 2024)

Reference 9

Resolution: verified exact; doi, observed 2026-05-21T04:49:35.266674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e9f7261b-48db-4d64-be5d-6caf6e245529 · outbound

This paper cites LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-21T04:49:35.536797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fe2c9c6d-5468-4b89-849f-2ca70c3b4daa · outbound

This paper cites In: Proceedings of the 2024 conference on empirical methods in natural language processing.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary In: Proceedings of the 2024 conference on empirical methods in natural language processing

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T04:49:36.117454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation da709f33-1fac-4451-8ac7-3caa2f258ad9 · outbound

This paper cites Surgical embodied intelligence for generalized task autonomy in laparo- scopic robot-assisted surgery.Science Robotics, 10(104): eadt3093.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary Surgical embodied intelligence for generalized task autonomy in laparo- scopic robot-assisted surgery.Science Robotics, 10(104): eadt3093

Reference 12

Resolution: verified exact; doi, observed 2026-05-21T04:49:35.275465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 72ddbfa6-f9af-492b-b9a1-e71967d362d4 · outbound

This paper cites In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T04:49:36.113340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a5165b6a-edef-4701-ab2b-1ee60954d65e · outbound

This paper cites Medical Image Analysis86, 102803 (2023).

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary Medical Image Analysis86, 102803 (2023)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T04:49:36.111481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5e05c358-6c42-407f-a361-4e421698101e · outbound

This paper cites DAISI: Database for AI Surgical Instruction.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary DAISI: Database for AI Surgical Instruction

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-21T04:49:35.534027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2b7d2c2e-b370-43a8-aba4-c8fe5686f530 · outbound

This paper cites IEEE Transactions on Medical Imaging36(1), 86–97 (2017).

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary IEEE Transactions on Medical Imaging36(1), 86–97 (2017)

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-21T04:49:35.272037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9c539106-5b88-4934-9133-a57d6487f132 · outbound

This paper cites arXiv preprint arXiv:2506.17873 (2025).

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary arXiv preprint arXiv:2506.17873 (2025)

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-21T04:49:35.528858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7ddbfa1c-fba0-4f76-8632-4ebea9e6c26c · outbound

This paper cites StreamingVLM: Real-Time Understanding for Infinite Video Streams.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary StreamingVLM: Real-Time Understanding for Infinite Video Streams

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T04:49:35.525961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8000b38d-578c-4056-a829-7d4ce1a04bea · outbound

This paper cites Advances in Neural Infor- mation Processing Systems37, 122952–122983 (2024).

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary Advances in Neural Infor- mation Processing Systems37, 122952–122983 (2024)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T04:49:36.107729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 815fdd9d-2e1e-4707-89eb-96712c513c6a · outbound

This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention.

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T04:49:36.109699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 2c6987c2-93cb-448f-90cc-25005f27a927 · inbound

MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding cites this paper.

MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-03T16:38:39.547478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.