Paper Citation Record · LEDGER

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery

As of 10 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2506.21813.

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

pith.paper-citation-record.v1
2506.21813 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:24:44.749522Z

measured 23 of 23 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

23 of 23 outbound references displayed

verified exact1
verified fuzzy10
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4223d72a-d1a9-4600-ab7e-a2f8b140ea5c · outbound

This paper cites Medical Image Analysis 52, 24–41 (2019).

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery Medical Image Analysis 52, 24–41 (2019)

Reference 1

Resolution: verified exact; doi, observed 2026-08-06T22:24:47.597687Z

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 8f90c540-44c4-435d-a082-5ce45961d356 · outbound

This paper cites net/forum?id=F72ximsx7C1.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery net/forum?id=F72ximsx7C1

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:24:47.450347Z

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 fe5453a5-f02f-4f25-a966-97e60dd00d53 · outbound

This paper cites VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:42.615904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b02a8e76-2fa2-4553-843c-ea843b1561e7 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:42.763219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73fad775-4ebf-4a1f-b94d-3fc84867035c · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery QLoRA: Efficient Finetuning of Quantized LLMs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:42.885960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ad00a22-0903-466d-97b3-dd4bd9c330a6 · outbound

This paper cites In: Proceedings of the 2019 conference of the North American chapter of the association for computational linguistics: human language technologies, volume 1 (long and short papers).

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery In: Proceedings of the 2019 conference of the North American chapter of the association for computational linguistics: human language technologies, volume 1 (long and short papers)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:43.010706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78376dde-e7a9-4c81-9080-27139896c8d3 · outbound

This paper cites Metrics Matter in Surgical Phase Recognition.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery Metrics Matter in Surgical Phase Recognition

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:43.090737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 862a15e0-08af-40a0-aa7c-3bbe00354d35 · outbound

This paper cites Watch and Learn: Leveraging Expert Knowledge and Language for Surgical Video Understanding.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery Watch and Learn: Leveraging Expert Knowledge and Language for Surgical Video Understanding

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:24:45.350158Z

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 189a284b-8f86-4690-b7e5-b2ea9d63076d · outbound

This paper cites CaDIS: Cataract Dataset for Image Segmentation.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery CaDIS: Cataract Dataset for Image Segmentation

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:24:45.166017Z

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 d2eadccb-566c-4bfd-9411-04a538b254ee · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:43.420450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9536246-54d7-4c53-8f04-848ce03216bb · outbound

This paper cites an unresolved cited work.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:24:47.230078Z

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 03f2ca99-8cb3-4820-80e6-b07967b7aae9 · outbound

This paper cites SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:24:44.952658Z

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 269a73b2-6341-43e3-abf4-c4b13655b52a · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pat- tern recognition.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery In: Proceedings of the IEEE/CVF conference on computer vision and pat- tern recognition

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:43.682738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1d365f9-801c-4bd5-99e1-c02aaff9b2e4 · outbound

This paper cites In: Thirty-sixth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (2022), https: //openreview.net/forum?id=eJhc_CPXQIT.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery In: Thirty-sixth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (2022), https: //openreview.net/forum?id=eJhc_CPXQIT

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:24:47.094368Z

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 2314c7ad-b5e2-472a-8e9b-4b3a5c91ec11 · outbound

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

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery In: International Conference on Medi- cal Image Computing and Computer-Assisted Intervention

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:24:46.938479Z

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 2f8325e1-1408-49d4-8a89-dcc85fcbb0b8 · outbound

This paper cites an unresolved cited work.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:43.978024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58417de0-9aa9-472c-87e4-ce6a56cdedc5 · outbound

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

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery In: Proceedings of the IEEE/CVF Conference on Com- puter Vision and Pattern Recognition

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:24:46.770686Z

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 83530632-905d-491b-9076-01679faf55df · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence (2024).

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery IEEE Transactions on Pattern Analysis and Machine Intelligence (2024)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:24:46.635673Z

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 af96a148-ae6f-43ae-874c-be9e7b4d883d · outbound

This paper cites In: European Conference on Computer Vision.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery In: European Conference on Computer Vision

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:24:46.458354Z

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 8ddc9769-5be1-4bb6-9de5-6532f6903bfe · outbound

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

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:24:46.213732Z

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 70f15428-7383-4a6a-bb9e-7a18f042202c · outbound

This paper cites In: Proceedings of the IEEE/CVF In- ternational Conference on Computer Vision.

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery In: Proceedings of the IEEE/CVF In- ternational Conference on Computer Vision

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:24:46.019329Z

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 0a71bc79-1a17-48e3-9fa4-2f53b67b35cf · outbound

This paper cites Advances in Neural Information Processing Systems37, 107633–107661 (2025).

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery Advances in Neural Information Processing Systems37, 107633–107661 (2025)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:24:45.850390Z

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 f50c3c57-92c4-4341-897e-1462188901d2 · outbound

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

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery In: International Con- ference on Medical Image Computing and Computer-Assisted Intervention

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:24:45.629009Z

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.

Pith citing papers

No inbound Pith citation observations are available.