Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T19:28:54.615343Z
Paper Citation Record · LEDGER
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework
As of 15 August 2026, this Paper Citation Record lists 100 of 119 outbound references and 3 inbound Pith citation observations for arXiv:2412.06681.
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 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:26:29.005282Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T15:16:29.287501Z
Reference resolution
100 of 119 outbound references displayed
- verified exact2
- verified fuzzy4
- unresolved94
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 398e34de-6ba3-4851-aa02-d45f4a3932c6 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:53.864403Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55f1a152-ba72-4f63-bf02-f46c32609425 · outbound
This paper cites and Stubbersfield, J.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework and Stubbersfield, J
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:53.872546Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98dd374e-8522-48aa-9e28-4dd10b14a3e8 · outbound
This paper cites GPT-4 Technical Report.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework GPT-4 Technical Report
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:53.879019Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49920f0b-dc6e-43f4-a520-ce710e1e8fb6 · outbound
This paper cites C., Azevedo, C.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework C., Azevedo, C
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:53.890130Z
Source-reported events for the cited work
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Observation 49e89fb6-5852-498e-a3e6-26972caf14de · outbound
This paper cites V., Arriaga, R.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework V., Arriaga, R
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:53.898141Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6d76f0c-e8e6-4cec-a70b-60c234fe1db0 · outbound
This paper cites Playing repeated games with Large Language Models.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Playing repeated games with Large Language Models
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:53.904028Z
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Unavailable: canonical work link unavailable.
Observation a671911c-ff3e-4673-9b19-84f7c4e03db9 · outbound
This paper cites Project Sid: Many-agent simulations toward AI civilization.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Project Sid: Many-agent simulations toward AI civilization
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:53.910992Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8abedf70-ab2d-4dbc-85ad-215e7a0d5120 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 8
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eace57e5-32f6-41e0-b9a6-1b57cb8a93f4 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 9
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Observation bf6d5d85-6c02-4ca9-a2f5-c8001586ff79 · outbound
This paper cites P., Busby, E.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework P., Busby, E
Reference 10
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- unresolved
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Observation f6b291c8-b51b-473a-9b3a-1dbfbac89b40 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 11
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c8991c4-9fe5-4fc5-822d-49ba3a337802 · outbound
This paper cites and Mohammadian, A.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework and Mohammadian, A
Reference 12
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- unresolved
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Observation efa52649-28e8-49cf-87ad-091ce0c266a6 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 13
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- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db0ed556-d822-46c8-af74-7c0ad7629806 · outbound
This paper cites and Casas, J.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework and Casas, J
Reference 14
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- unresolved
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Observation feb7dbbe-f7ac-4fa9-821f-0d62bf9b6e95 · outbound
This paper cites F., Hancock, T.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework F., Hancock, T
Reference 15
- Resolution
- unresolved
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Observation 4b694639-d198-4bf5-92f0-9b2bbc05d381 · outbound
This paper cites and Avineri, E.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework and Avineri, E
Reference 16
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Unavailable: canonical work link unavailable.
Observation 6d59788c-3869-481d-bc3a-a985e7be54d2 · outbound
This paper cites Large Language Models are Zero-Shot Next Location Predictors.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Large Language Models are Zero-Shot Next Location Predictors
Reference 17
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- unresolved
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Source-reported events for the cited work
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Observation 6313aaa6-86e8-43d0-a0e4-be0a847fec93 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 18
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Observation 35612732-6ad5-40c6-8fad-12951a7dad22 · outbound
This paper cites D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al
Reference 19
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7a0adb7-3a32-4908-871e-731f4f09f5dd · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 20
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Unavailable: canonical work link unavailable.
Observation 416736de-da83-4990-8483-79ecace29780 · outbound
This paper cites Status of activity-based models and dynamic traffic assignment at peer mpos.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Status of activity-based models and dynamic traffic assignment at peer mpos
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.019933Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2daa065f-de12-4d22-b7c4-6d21824a61f3 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 22
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- unresolved
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Unavailable: canonical work link unavailable.
Observation 3b9ba5da-89c3-4ced-a6fb-42f7406ce71e · outbound
This paper cites TravelAgent: An AI Assistant for Personalized Travel Planning.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework TravelAgent: An AI Assistant for Personalized Travel Planning
Reference 23
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3ab7dcb-6224-492f-b445-f95d07ace355 · outbound
This paper cites DelayPTC-LLM: Metro Passenger Travel Choice Prediction under Train Delays with Large Language Models.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework DelayPTC-LLM: Metro Passenger Travel Choice Prediction under Train Delays with Large Language Models
Reference 24
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- unresolved
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Observation b129eb25-3165-4b6d-8ba4-1f5ac125d4e3 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 25
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- unresolved
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Observation ee26ac5b-2185-4c27-8c3b-0c4174e3a526 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 26
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Observation 52fcfa2b-ac24-4cf6-a30b-4b897ad515f1 · outbound
This paper cites X., Shan, Y., and Zhong, S.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework X., Shan, Y., and Zhong, S
Reference 27
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Unavailable: canonical work link unavailable.
Observation 19518315-9343-4149-850a-0b301635ce2b · outbound
This paper cites and Chin, P.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework and Chin, P
Reference 28
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- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bd782e3-d003-4192-8719-0daace4f038b · outbound
This paper cites On the limits of agency in agent-based models.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework On the limits of agency in agent-based models
Reference 29
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- unresolved
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Unavailable: canonical work link unavailable.
Observation 866a62d9-fb76-46d9-896f-2c156f2d3943 · outbound
This paper cites Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks
Reference 30
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- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf125a6a-9051-4ab1-9370-5b0c3970674f · outbound
This paper cites LLM-driven Imitation of Subrational Behavior : Illusion or Reality?.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework LLM-driven Imitation of Subrational Behavior : Illusion or Reality?
Reference 31
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- unresolved
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Unavailable: canonical work link unavailable.
Observation fe79c0be-f7ba-4dc5-b1a3-f45a0cb41d43 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 32
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a28745f-bed0-4006-947c-52a092e73015 · outbound
This paper cites S., Bryan, C.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework S., Bryan, C
Reference 33
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Unavailable: canonical work link unavailable.
Observation 8d01c7b8-a454-4da5-ba07-896e9aa06ba9 · outbound
This paper cites TransitGPT: A Generative AI-based framework for interacting with GTFS data using Large Language Models.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework TransitGPT: A Generative AI-based framework for interacting with GTFS data using Large Language Models
Reference 34
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- unresolved
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Observation c6f5948e-5937-4cce-8e37-4d168a667d76 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 35
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Observation 81ccaa1f-8f29-4e97-af75-1118ba11bd33 · outbound
This paper cites GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations
Reference 36
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Observation 2ef33bc2-42d5-4865-a840-9c36c8ffadb3 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 37
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Unavailable: canonical work link unavailable.
Observation f5b1b353-7832-4d39-9b81-2086204769c5 · outbound
This paper cites AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction
Reference 38
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Observation 19b15b3d-f3b6-426b-97c4-d287cc9aa7d2 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 39
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Observation f3219b10-b750-4b2e-ab15-5f5cbab6064a · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 40
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Observation d8d6dfc0-9480-41aa-8fc8-30515c321bff · outbound
This paper cites S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents
Reference 41
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Observation 5e196eee-5480-4c5e-a1e1-362ca060b1e5 · outbound
This paper cites Can LLMs Capture Human Preferences?.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Can LLMs Capture Human Preferences?
Reference 42
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Observation 4d73cdb2-c63c-4458-be12-c56e2d3f876a · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 43
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Observation 4638d631-edb9-4270-8e0d-1a4299713aae · outbound
This paper cites C., Christakis, N.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework C., Christakis, N
Reference 44
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Observation f5bbb673-24c8-4502-b32e-58bb6a040418 · outbound
This paper cites ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise
Reference 45
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- unresolved
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Observation 2ce66c43-f78a-4d1d-812c-7a22db87e0a2 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 46
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Observation 38d5b0c2-b6b1-4d0e-b04c-79710ae735f3 · outbound
This paper cites "Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework "Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion
Reference 47
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Observation e3bf5e7f-e1c6-4032-9905-a33b4207c014 · outbound
This paper cites Y., Jiang, Q., and Ma, J.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Y., Jiang, Q., and Ma, J
Reference 48
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Observation 1afc403d-9a80-44aa-b58a-bd946ad5b51c · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 49
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Observation 67e07dee-46d7-411a-97ff-6baeb087c246 · outbound
This paper cites War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars
Reference 50
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Observation 558e3182-66d1-49cb-b639-7a932adab7d1 · outbound
This paper cites How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments
Reference 51
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Observation 4a9d2a46-2264-4689-8751-3be409aa7cfc · outbound
This paper cites Casevo: A Cognitive Agents and Social Evolution Simulator.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Casevo: A Cognitive Agents and Social Evolution Simulator
Reference 52
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Observation 9679c6f5-c026-4f49-a5f9-26151d684d6f · outbound
This paper cites O., Balac, M., and Axhausen, K.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework O., Balac, M., and Axhausen, K
Reference 53
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- no resolver link, observed 2026-08-11T19:28:54.258740Z
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Observation 409935c7-3cb4-4bc1-9ecd-88f63ed154de · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 54
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Observation 14a57692-270e-4204-bbc8-d255dde02f1b · outbound
This paper cites S., Reid, M., Matsuo, Y., and Iwasawa, Y.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework S., Reid, M., Matsuo, Y., and Iwasawa, Y
Reference 55
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Observation 37e34c78-e133-4bb2-8f92-76d1e27e1acc · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 56
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Observation 0d5f1235-657b-4b6a-9907-c56e820b66b3 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 57
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Observation 4b9092cc-1f07-4611-8476-477afa11cdcf · outbound
This paper cites H., Gonzalez, J., Zhang, H., and Stoica, I.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework H., Gonzalez, J., Zhang, H., and Stoica, I
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.287848Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91add672-c09a-4340-bdbb-b11542f7bff3 · outbound
This paper cites Do LLM Agents Exhibit Social Behavior?.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Do LLM Agents Exhibit Social Behavior?
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.293316Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fbe9b7e-17fc-4fee-b4ce-e7c0bfaeb3b6 · outbound
This paper cites u ttler, H., Lewis, M., Yih, W. T., Rockt \.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework u ttler, H., Lewis, M., Yih, W. T., Rockt \
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:28:56.856181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2701f186-b159-466a-a0d4-f360f14a40c1 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.830702Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fd33ca90-bb0e-43de-b89f-eaa4524e5caa · outbound
This paper cites Be More Real: Travel Diary Generation Using LLM Agents and Individual Profiles.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Be More Real: Travel Diary Generation Using LLM Agents and Individual Profiles
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.311590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 304a7ad2-6fba-4aaa-9302-ba376dbe45e0 · outbound
This paper cites DeepSeek-V3 Technical Report.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework DeepSeek-V3 Technical Report
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.330737Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb3705a0-4b94-40ab-a310-6dea6c6a358a · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.805585Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bac51481-173d-4a96-a754-26d7bda8cd3b · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.781883Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e4ba351d-15a6-4d18-906a-30e05b8fcb70 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.369780Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7233782e-e69b-401c-98ca-e075bc8c1eaa · outbound
This paper cites Y., Xu, X., Li, H., et al.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Y., Xu, X., Li, H., et al
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:28:56.748777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bd1ee97e-ed79-4a1d-bf97-8625c204bb90 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.387332Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4c72bbc-85e9-406c-8098-24a32dd723f9 · outbound
This paper cites LLM-ABM for Transportation: Assessing the Potential of LLM Agents in System Analysis.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework LLM-ABM for Transportation: Assessing the Potential of LLM Agents in System Analysis
Reference 69
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T19:28:55.705356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation acacb19e-fa24-4861-9fba-0a35efc73c72 · outbound
This paper cites Human Mobility Modeling with Household Coordination Activities under Limited Information via Retrieval-Augmented LLMs.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Human Mobility Modeling with Household Coordination Activities under Limited Information via Retrieval-Augmented LLMs
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.398693Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c7d6cd1-bc93-49f4-9be2-135b5a6dddb6 · outbound
This paper cites LLM-QAT: Data-Free Quantization Aware Training for Large Language Models.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework LLM-QAT: Data-Free Quantization Aware Training for Large Language Models
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.404989Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5aaa285-6917-4a5e-92f2-bc7d9e5e6100 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.706187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1bee1d9d-35dd-44f7-86cb-455f7a8c1f09 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.687142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation da691244-52c4-44f5-9e8c-64b71077ca89 · outbound
This paper cites and Matthews, T.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework and Matthews, T
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:28:56.668774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b10bca81-9440-455d-8078-83d23cb8845d · outbound
This paper cites ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.429252Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5cd4206-40d0-4f73-9aaa-f6e8e4bbe0eb · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.644916Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5af487a8-f065-4255-8b84-f8ad827535c7 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.623493Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 12a87b02-05cf-4068-a145-a52fac5c2009 · outbound
This paper cites Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.456278Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffa6adb3-2621-40f2-8643-10f7fce68b8a · outbound
This paper cites and Yuan, Y.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework and Yuan, Y
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.463745Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 537e5c4d-3bc7-4811-837e-cd354d40f408 · outbound
This paper cites S., O'Brien, J., Cai, C.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework S., O'Brien, J., Cai, C
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.473080Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e92557c4-371e-44a1-8be0-9a0c5d054d71 · outbound
This paper cites LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.480125Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61e5e795-24ea-4ea0-9428-88d250c04174 · outbound
This paper cites S., Schoenegger, P., and Zhu, C.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework S., Schoenegger, P., and Zhu, C
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.486170Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01c3bea9-1456-4812-bd98-ecfb1ab8cafa · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.566274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 79a9f4ed-eaae-4acc-9129-988902a11a80 · outbound
This paper cites AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.499791Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1e7ce8f-51b4-4b47-a249-fa68a1dd35e5 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.545059Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 429081f3-aabb-4e3c-81cd-b324a531df37 · outbound
This paper cites From Twitter to Reasoner: Understand Mobility Travel Modes and Sentiment Using Large Language Models.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework From Twitter to Reasoner: Understand Mobility Travel Modes and Sentiment Using Large Language Models
Reference 86
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T19:28:55.458037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5eff04f0-f095-49c7-bc5d-2f2a79aaf55d · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 87
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.527080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 960ad85e-feb6-47fc-ae42-035f39dca4d2 · outbound
This paper cites Character-LLM: A Trainable Agent for Role-Playing.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Character-LLM: A Trainable Agent for Role-Playing
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.526151Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7056183-bee1-440c-8127-59ea0d9ae2ac · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 89
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.503674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b7a97e02-a4e6-4ac1-a8ab-8e09d60a644f · outbound
This paper cites W., Albergo, D., Borghini, G., Pansardi, O., Scaliti, E., Gupta, S., Saxena, K., Rufo, A., Panzeri, S., Manzi, G., et al.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework W., Albergo, D., Borghini, G., Pansardi, O., Scaliti, E., Gupta, S., Saxena, K., Rufo, A., Panzeri, S., Manzi, G., et al
Reference 90
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:28:56.484134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6c97a597-9429-4320-abe0-767c6ecb428e · outbound
This paper cites GenSim: A General Social Simulation Platform with Large Language Model based Agents.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework GenSim: A General Social Simulation Platform with Large Language Model based Agents
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.551140Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6901c7e6-3e2f-4be3-85fb-9772ed9bbb40 · outbound
This paper cites ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning
Reference 92
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.557590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dea4716b-c98c-4ebf-9879-b4eab678c148 · outbound
This paper cites Systematic Biases in LLM Simulations of Debates.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Systematic Biases in LLM Simulations of Debates
Reference 93
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.563687Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d003c83d-2a32-4a84-8a0f-683cd1d7571f · outbound
This paper cites Gemini: A Family of Highly Capable Multimodal Models.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Gemini: A Family of Highly Capable Multimodal Models
Reference 94
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.570719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e78f63e-8844-40e5-9ff5-3f8b80b893de · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 95
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.576941Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c161b0dc-eecc-4cc9-bef4-5eb041e2df16 · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework LLaMA: Open and Efficient Foundation Language Models
Reference 96
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.582368Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78af2978-56fa-469f-931e-6fd95bc7b2b8 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 97
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.587920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34aecc90-22b0-4478-bee8-eb32e1a8a721 · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 98
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.451254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 28a0a9f2-6130-4c3f-b729-5d4637bd3f24 · outbound
This paper cites N., Kaiser, ., and Polosukhin, I.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework N., Kaiser, ., and Polosukhin, I
Reference 99
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:28:54.603722Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e582161-659a-4ab0-9fa2-beada613bf9d · outbound
This paper cites an unresolved cited work.
Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Unresolved cited work
Reference 100
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:28:56.421601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Pith citing papers
Observation ad38e771-92fb-444b-be37-723cd26f8053 · inbound
Aligning LLM with human travel choices: a persona-based embedding learning approach cites this paper.
Aligning LLM with human travel choices: a persona-based embedding learning approach Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:26:29.005282Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d36d91da-47d4-4ea7-a010-2726b96755f5 · inbound
Scalable, Symbiotic, AI and Non-AI Agent Based Parallel Discrete Event Simulations cites this paper.
Scalable, Symbiotic, AI and Non-AI Agent Based Parallel Discrete Event Simulations Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:07:49.754253Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 542634a7-6fc9-4baa-bb28-3bf30a0131a1 · inbound
Validating Generative Agent-Based Models for Logistics and Supply Chain Management Research cites this paper.
Validating Generative Agent-Based Models for Logistics and Supply Chain Management Research Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework
Reference 50
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T15:16:29.291722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.