Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T04:48:08.973656Z
Paper Citation Record · LEDGER
SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary
As of 20 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-03T16:37:09.666491Z
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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.