Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T18:28:20.828573Z
Paper Citation Record · LEDGER
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration
As of 22 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2508.14654.
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 2026-08-22T06:32:14.747728+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
43 of 43 outbound references displayed
- verified exact5
- verified fuzzy27
- unresolved10
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 09e6c1b1-11a8-4032-a89f-20dab1e1cb8e · outbound
This paper cites Shortest path planning and dynamic rescue forces dispatching for urban flood disasters.Scientific Reports, 15:23643, 2025.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Shortest path planning and dynamic rescue forces dispatching for urban flood disasters.Scientific Reports, 15:23643, 2025
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:28.634756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 91adb551-ba6f-4da6-a74e-b1dfae03b538 · outbound
This paper cites Adaptive Reinforcement Learning Model for Simulation of Urban Mobility during Crises.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Adaptive Reinforcement Learning Model for Simulation of Urban Mobility during Crises
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T18:28:21.765193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4b39ee61-c2fa-47d8-a698-ad4b1e4120ea · outbound
This paper cites A reinforcement learning-based routing algorithm for large-scale evacuations in urban disaster scenarios.Tunnelling and Underground Space Technology, 2024.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration A reinforcement learning-based routing algorithm for large-scale evacuations in urban disaster scenarios.Tunnelling and Underground Space Technology, 2024
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:28.412068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4e641d88-dfca-4298-a8a8-ecd44315b760 · outbound
This paper cites Reinforcement learning for optimizing evacuation routes in urban disaster scenarios,.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Reinforcement learning for optimizing evacuation routes in urban disaster scenarios,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:28.192086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation eeb0928b-e9a5-407d-985f-1517828371d5 · outbound
This paper cites Real-time Spatial Retrieval Augmented Generation for Urban Environments.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Real-time Spatial Retrieval Augmented Generation for Urban Environments
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T18:28:21.595589Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b338e69b-8de7-45f8-a9c5-58168d14c900 · outbound
This paper cites StreetviewLLM: Extracting Geographic Information Using a Chain-of-Thought Multimodal Large Language Model.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration StreetviewLLM: Extracting Geographic Information Using a Chain-of-Thought Multimodal Large Language Model
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:28:17.951252Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5b9b61a-cfa0-471f-95ba-ee3e3d4c4631 · outbound
This paper cites Deep reinforcement learning for adaptive traffic signal control.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Deep reinforcement learning for adaptive traffic signal control
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:27.728478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fc18911f-03b2-4d2d-bc1d-c3e59235a8b5 · outbound
This paper cites Li et al.
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:27.419465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8ea22cb3-680a-4e19-855a-35c5d1b2d128 · outbound
This paper cites Adaptive traffic signal control based on multi-agent reinforcement learning: Case study.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Adaptive traffic signal control based on multi-agent reinforcement learning: Case study
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:27.185503Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 17991ca7-55e9-4c20-8476-18e40f4c636d · outbound
This paper cites Miletic, E.
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:26.968845Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 451f4d39-8c80-4d73-bf64-39af1c8563ce · outbound
This paper cites Michailidis, I.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Michailidis, I
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:26.748097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ff4b1d14-9245-48bb-9276-29e74c5054da · outbound
This paper cites El-Tantawy, B.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration El-Tantawy, B
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:26.482226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 095af4a9-5097-4168-86e3-263df41b9fbd · outbound
This paper cites an unresolved cited work.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T18:28:26.308228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 36c35b13-e78d-4434-a561-3fe55b359337 · outbound
This paper cites Adaptive Traffic Signal Control: Deep Reinforcement Learning Algorithm with Experience Replay and Target Network.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Adaptive Traffic Signal Control: Deep Reinforcement Learning Algorithm with Experience Replay and Target Network
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T18:28:21.427335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ac4868f4-02a3-4ddb-82f2-27dca89cc0ef · outbound
This paper cites Llm agents for smart city management: Enhancing decision support through multi-agent ai systems.Smart Cities, 8(1):19, 2025.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Llm agents for smart city management: Enhancing decision support through multi-agent ai systems.Smart Cities, 8(1):19, 2025
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:26.038887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ab28a529-62fa-4322-ad16-f73b616cdd92 · outbound
This paper cites WildfireGPT: Tailored Large Language Model for Wildfire Analysis.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration WildfireGPT: Tailored Large Language Model for Wildfire Analysis
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:28:18.844092Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abfb4297-74b1-43a0-81b0-24091b317d9f · outbound
This paper cites Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:28:18.919132Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8715f99-77ef-4ca4-9ca8-df6b4f645ceb · outbound
This paper cites Zhao et al.
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:25.835659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 26b76c5a-16af-4f76-b520-991ed9cfcfff · outbound
This paper cites Xu et al.
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:25.644364Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 81c6261a-fa43-445c-b890-308e3ca67c7f · outbound
This paper cites Compu- tational experiments: Past, present and perspective.Acta Automatica Sinica, 49(2):246–271, 2023.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Compu- tational experiments: Past, present and perspective.Acta Automatica Sinica, 49(2):246–271, 2023
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:25.468139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cfba85d9-8790-4534-bf26-4a1c52f054e6 · outbound
This paper cites Computational experiments: A new method for analyzing cyber-physical-social systems (CPSS).IEEE Transactions on Systems, Man and Cybernetics: Systems, 54(2):813–826, 2024.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Computational experiments: A new method for analyzing cyber-physical-social systems (CPSS).IEEE Transactions on Systems, Man and Cybernetics: Systems, 54(2):813–826, 2024
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:25.211517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a9945a94-edae-4041-8fa4-fef46869f770 · outbound
This paper cites Computational experiments for complex social systems part I: The customization of computational model.IEEE Transactions on Computational Social Systems, 9(5):1330–1344, 2022.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Computational experiments for complex social systems part I: The customization of computational model.IEEE Transactions on Computational Social Systems, 9(5):1330–1344, 2022
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:24.893113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a0617b14-3dfd-4c12-bbbb-8bdcb9f0abf3 · outbound
This paper cites Computational experiments for complex social system part II: the evaluation of computational model.IEEE Transactions on Computational Social Systems, 9(4):1224–1236, 2022.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Computational experiments for complex social system part II: the evaluation of computational model.IEEE Transactions on Computational Social Systems, 9(4):1224–1236, 2022
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:24.591648Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4f9d4988-e973-40fa-8c10-25be6059402f · outbound
This paper cites Computational experiments for complex social systems, part III: the docking of domain models.IEEE Transactions on Computational Social Systems, 11(2):1766–1780, 2024.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Computational experiments for complex social systems, part III: the docking of domain models.IEEE Transactions on Computational Social Systems, 11(2):1766–1780, 2024
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:24.333238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3dbb58ad-55ac-41c9-8dbf-9b325379ace6 · outbound
This paper cites Computational experiments for complex social systems: Integrated design of experiment system.IEEE/CAA Journal of Automatica Sinica, 11(5):1175–1189, 2024.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Computational experiments for complex social systems: Integrated design of experiment system.IEEE/CAA Journal of Automatica Sinica, 11(5):1175–1189, 2024
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:24.118438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6a3e177d-c659-45da-abd0-7d1862f47b28 · outbound
This paper cites Computational experiments for complex social systems: Experiment design and generative explanation.IEEE/CAA Journal of Automatica Sinica, 11(4):1022–1038, 2024.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Computational experiments for complex social systems: Experiment design and generative explanation.IEEE/CAA Journal of Automatica Sinica, 11(4):1022–1038, 2024
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:23.870826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 776084ae-3ec9-4499-933f-54addfadf499 · outbound
This paper cites Social learning evolution (SLE): Computational experiment-based modeling framework of social manufacturing.IEEE Transactions on Industrial Informatics, 15(6):3343–3355, 2019.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Social learning evolution (SLE): Computational experiment-based modeling framework of social manufacturing.IEEE Transactions on Industrial Informatics, 15(6):3343–3355, 2019
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:23.657340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e00bae63-2e45-4673-989d-3f788a7e0c5c · outbound
This paper cites SLE2: The improved social learning evolution model of cloud manufacturing service ecosystem.IEEE Transactions on Industrial Informatics, 18(12):9017–9026, 2022.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration SLE2: The improved social learning evolution model of cloud manufacturing service ecosystem.IEEE Transactions on Industrial Informatics, 18(12):9017–9026, 2022
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:23.320837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0a340fc4-5311-4d71-909f-10b966e141fb · outbound
This paper cites Urban flooding digital twin system framework.Systems Science & Control Engineering (Open Access), 13(1):2460432, 2025.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Urban flooding digital twin system framework.Systems Science & Control Engineering (Open Access), 13(1):2460432, 2025
Reference 29
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T18:28:21.274659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2f8c0c63-1cda-4ea8-9163-f14085c81ee1 · outbound
This paper cites Retrieval-augmented generation across heterogeneous knowledge.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Retrieval-augmented generation across heterogeneous knowledge
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:23.081669Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a257cb08-d1fb-41cf-96c0-6a18c46e16cb · outbound
This paper cites KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:28:20.010463Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1cb8f84-813f-4cd8-8091-01520b613d8d · outbound
This paper cites Kg-infused rag: Augmenting corpus-based rag with external knowledge graphs.arXiv preprint arXiv:2506.09542, 2025.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Kg-infused rag: Augmenting corpus-based rag with external knowledge graphs.arXiv preprint arXiv:2506.09542, 2025
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:28:20.097753Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbd58029-b172-44b5-8fab-8ccfafd5f1b3 · outbound
This paper cites Semantic uncertainty in advanced decoding methods for LLM generation.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Semantic uncertainty in advanced decoding methods for LLM generation
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:28:20.143481Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee357c46-249b-4304-b241-df91b20292ec · outbound
This paper cites Min-p sampling for creative and coherent llm outputs.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Min-p sampling for creative and coherent llm outputs
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:22.924437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation eb821322-f5e1-44da-9b3c-08a397837ef0 · outbound
This paper cites Improving diversity in language models: When temperature fails, change the loss.ICML 2025 Poster / Proceedings, 2025.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Improving diversity in language models: When temperature fails, change the loss.ICML 2025 Poster / Proceedings, 2025
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:22.750897Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d5eb23b9-6510-4a6e-a828-ba0c556092bb · outbound
This paper cites Hypertree planning: Enhancing llm reasoning via hierarchical thinking.ICML 2025, 2025.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Hypertree planning: Enhancing llm reasoning via hierarchical thinking.ICML 2025, 2025
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:22.557922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 692e1050-1a50-414c-bc24-8d8a768d6165 · outbound
This paper cites an unresolved cited work.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T18:28:22.455451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7859831d-ce30-4c18-b967-24ec7c86732b · outbound
This paper cites an unresolved cited work.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T18:28:22.263956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f5ab9a19-0fcf-4f04-b2f2-874d096a9f7e · outbound
This paper cites Fehér et al.
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:22.038555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d74891d6-d2c8-4ebd-8551-69f141bc5802 · outbound
This paper cites Predicting question- answering performance of large language models through semantic consistency.Findings of ACL Workshops 2023: GEM, 2023.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Predicting question- answering performance of large language models through semantic consistency.Findings of ACL Workshops 2023: GEM, 2023
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:28:21.898714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0c1212cd-2a33-4b6f-ad63-94bc311c660b · outbound
This paper cites SCORE: Systematic COnsistency and Robustness Evaluation for Large Language Models.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration SCORE: Systematic COnsistency and Robustness Evaluation for Large Language Models
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:28:20.753704Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2aad244e-74cb-4420-92f2-229ff39b3e4b · outbound
This paper cites Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation
Reference 42
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T18:28:20.969293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 285a0650-bd45-4bc2-8bb6-9feab9994d71 · outbound
This paper cites an unresolved cited work.
Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Unresolved cited work
Reference 2025
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-05T18:28:27.974010Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
No inbound Pith citation observations are available.