Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T05:00:02.857510Z
Paper Citation Record · LEDGER
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response
As of 21 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2607.27597.
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 2026-08-21T06:32:19.484+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
17 of 17 outbound references displayed
- verified exact2
- verified fuzzy0
- unresolved14
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3c4249c6-6f3a-43ec-ad54-e213082ac81e · outbound
This paper cites AI-DrivenUAVandIoTTrafficOptimization: LargeLanguageModels for Congestion and Emission Reduction in Smart Cities,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response AI-DrivenUAVandIoTTrafficOptimization: LargeLanguageModels for Congestion and Emission Reduction in Smart Cities,
Reference 1
- Resolution
- verified exact
- doi, observed 2026-08-01T05:03:34.246021Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9c2ed915-079a-45b3-ab5b-20a81d177a12 · outbound
This paper cites Towards Personal Aerial Vehicles for Urban Air Mobility Transportation: Examining Considerations and Potential Challenges,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response Towards Personal Aerial Vehicles for Urban Air Mobility Transportation: Examining Considerations and Potential Challenges,
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:01.535257Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1927e29d-c710-47bd-9fd4-3c985af67dd9 · outbound
This paper cites Patrol Agent: An Autonomous UAV Framework for Urban Patrol Using On-Board Vision Language Model and On-Cloud Large Language Model,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response Patrol Agent: An Autonomous UAV Framework for Urban Patrol Using On-Board Vision Language Model and On-Cloud Large Language Model,
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:01.634532Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f3f1b0a-fbfe-4040-8aab-2264688a1691 · outbound
This paper cites IT-Supported Management of Mass Casualty Incidents: The e-Triage Project,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response IT-Supported Management of Mass Casualty Incidents: The e-Triage Project,
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:01.739444Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15d26e07-95ab-45c0-bb9f-b61cb37a9822 · outbound
This paper cites LargeLanguageModelsforRobotics: Opportunities, Challenges, and Perspectives,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response LargeLanguageModelsforRobotics: Opportunities, Challenges, and Perspectives,
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:01.844739Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a5bc230-b94d-49a8-885c-573e858b43dd · outbound
This paper cites TPML: Task Planning for Multi-UAV System with Large Lan- guage Models,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response TPML: Task Planning for Multi-UAV System with Large Lan- guage Models,
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:01.923638Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffb9c5fb-aadc-41b8-9a0a-18c43633f4b2 · outbound
This paper cites Deployment of Large Vision and Language Models for Real-Time Robotic Triage in a Mass Casualty Incident,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response Deployment of Large Vision and Language Models for Real-Time Robotic Triage in a Mass Casualty Incident,
Reference 7
- Resolution
- malformed identifier
- doi_truncated, observed 2026-08-01T05:03:33.866252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8ecd8a62-26d3-482b-8a42-9b8537487502 · outbound
This paper cites Scenario-Driven Evaluation of Autonomous Agents: Integrating Large Language Model for UAV Mission Reliability,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response Scenario-Driven Evaluation of Autonomous Agents: Integrating Large Language Model for UAV Mission Reliability,
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:02.088202Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47b9261f-ddef-4267-9043-7326591d4c9e · outbound
This paper cites Human-LLM Synergy in Context-Aware Adaptive Architecture for Scalable Drone Swarm Operation.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response Human-LLM Synergy in Context-Aware Adaptive Architecture for Scalable Drone Swarm Operation
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-08-01T05:03:33.529537Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ad3f7b52-d877-454e-aea4-50008debfc85 · outbound
This paper cites Spatial-Semantic Reasoning Using Large Language Models for Efficient UAV Search Operations,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response Spatial-Semantic Reasoning Using Large Language Models for Efficient UAV Search Operations,
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:02.177507Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6a40657-2936-4ee1-a7a7-2df07df800b5 · outbound
This paper cites ROS: Robot Operating System,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response ROS: Robot Operating System,
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:02.233077Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c9caded-ec74-400c-87c6-a11cb895a03a · outbound
This paper cites ROS 2 Documentation,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response ROS 2 Documentation,
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:02.277752Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a523f88c-7de9-438b-b31b-2f7efe1af01e · outbound
This paper cites Gazebo Sim Documentation,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response Gazebo Sim Documentation,
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:02.366885Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9045dc32-5922-4856-a7cf-ff626a8a5909 · outbound
This paper cites PX4 Autopilot: Open Source Autopilot for Drones,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response PX4 Autopilot: Open Source Autopilot for Drones,
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:02.431298Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f1e0117-7d67-4525-b315-c8fe29c257dd · outbound
This paper cites QGroundControl User Guide,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response QGroundControl User Guide,
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:02.539411Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d5ab1fb-4bc9-4ee3-8810-9986ac80eb8c · outbound
This paper cites NASA-Task Load Index (NASA-TLX); 20 Years Later,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response NASA-Task Load Index (NASA-TLX); 20 Years Later,
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:02.720677Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29c45690-521a-4c96-af70-4f2003e15804 · outbound
This paper cites Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research,.
A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research,
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:00:02.857510Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.