Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:06:22.975019Z
Paper Citation Record · LEDGER
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction
As of 20 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2507.16718.
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
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
14 of 14 outbound references displayed
- verified exact1
- verified fuzzy3
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 38c28270-dfbb-43b8-9abc-c2780e9f88a4 · outbound
This paper cites Qwen2.5-VL Technical Report.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction Qwen2.5-VL Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:06:22.938905Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f2176c7-d82d-4ff1-a70c-a5d5436599ad · outbound
This paper cites Towards Intelligent Speech Assistants in Operating Rooms: A Multimodal Model for Surgical Workflow Analysis.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction Towards Intelligent Speech Assistants in Operating Rooms: A Multimodal Model for Surgical Workflow Analysis
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:06:22.942371Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51299db0-0732-41a4-8e82-c53c0aa15b54 · outbound
This paper cites A spatio- temporal network for video semantic segmentation in surgical videos.International Journal of Computer Assisted Radiology and Surgery , 19(2):375–382, 2024.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction A spatio- temporal network for video semantic segmentation in surgical videos.International Journal of Computer Assisted Radiology and Surgery , 19(2):375–382, 2024
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:06:23.119196Z
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 f854057d-338e-4e6c-9d27-a28e435522a2 · outbound
This paper cites Temporal memory relation network for workflow recognition from surgical video.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction Temporal memory relation network for workflow recognition from surgical video
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:06:23.109869Z
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 b557b853-3366-48ef-884e-1855b990b60c · outbound
This paper cites Lisa: Reasoning segmentation via large language model.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction Lisa: Reasoning segmentation via large language model
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:06:23.100640Z
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 bcda117c-9cef-428e-9288-5287183f452f · outbound
This paper cites Improved baselines with visual instruction tuning.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction Improved baselines with visual instruction tuning
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:06:22.953421Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9ee0c61-ecca-434e-b589-1fe233297714 · outbound
This paper cites SAM 2: Segment Anything in Images and Videos.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction SAM 2: Segment Anything in Images and Videos
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:06:22.956091Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e0199d5-8493-4970-832a-e4eeb65e3214 · outbound
This paper cites Position: Foundation Models Need Digital Twin Representations.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction Position: Foundation Models Need Digital Twin Representations
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:06:22.959059Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c38a73e-c019-4a1e-a51a-9686a1255dcc · outbound
This paper cites RVTBench: A Benchmark for Visual Reasoning Tasks.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction RVTBench: A Benchmark for Visual Reasoning Tasks
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T15:06:23.035823Z
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 caf26f12-4e97-48c3-b8e7-52893dc495fb · outbound
This paper cites Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:06:22.964559Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6507a37d-5882-44da-844d-3acb78c39a8e · outbound
This paper cites Reasoning Segmentation for Images and Videos: A Survey.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction Reasoning Segmentation for Images and Videos: A Survey
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:06:22.967237Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86b35c74-1a23-4b64-8af0-19d51503112d · outbound
This paper cites MVOR: A Multi-view RGB-D Operating Room Dataset for 2D and 3D Human Pose Estimation.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction MVOR: A Multi-view RGB-D Operating Room Dataset for 2D and 3D Human Pose Estimation
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:06:22.969839Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bda4ed03-9f55-4b56-a48d-4da90aa1cd5f · outbound
This paper cites an unresolved cited work.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:06:23.084249Z
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 e6792027-f9b5-4af3-855a-b28b710000d3 · outbound
This paper cites Depth Anything V2.
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction Depth Anything V2
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:06:22.975019Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.