Pith. sign in

Paper Citation Record · LEDGER

Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework

As of 17 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.

pith.paper-citation-record.v1
2412.06681 v2

Coverage vector

measured 100 of 119 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:28:54.615343Z

measured 103 of 103 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:26:29.005282Z

measured 0 of 1 external citation measurements

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.

source=arxiv_source observed=2026-08-11T19:28:53.864403Z digest=sha256:72ab8d1b5454e16f181cd1683d69be5ed52aa8af204b4e91b6e791baa617e415

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.

source=arxiv_source observed=2026-08-11T19:28:53.872546Z digest=sha256:8d98a4a5af3e1e6f552e7f6a76ed78ec46da8775f9cc8088349255cd1b75408b

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.

source=arxiv_source observed=2026-08-11T19:28:53.879019Z digest=sha256:216f9d0a0935f14cd19ffaad752119cd82bbba294fc77909958bd3a326dea9dc

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.890130Z digest=sha256:4bd9362060b8d0edd45857e057b4518c828d371b6373daaf1ab69db1b51d8701

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.

source=arxiv_source observed=2026-08-11T19:28:53.898141Z digest=sha256:762922e2babf64e8187ee60b6985596ff841debe8274abcf1502156ee4d08775

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.904028Z digest=sha256:588b85919f6e195dad503357d32b35ed580d304547c5f299dc1a491881ae2086

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.

source=arxiv_source observed=2026-08-11T19:28:53.910992Z digest=sha256:16e822640dac78b3f5f942db012a4a8cf61bd99c35e063e901092be64de17b51

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
no resolver link, observed 2026-08-11T19:28:53.917128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.917128Z digest=sha256:bdd0a16aa9bdf3da87cdb67d9e9debb3e8adbd68159e140ca1f9d4caf6a9b934

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:53.923054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.923054Z digest=sha256:716a0ef14ae1d8ddc6e5b079b848e856c35014ad0fc28fe7f87210af846e64bd

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:53.931234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.931234Z digest=sha256:c04fe5868c8e7b658c06e4285e325c6a52ba77fc051d6416817c373c2a3af0d6

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:53.937535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.937535Z digest=sha256:ec3bd7b3b37bcf58ac26f264832577270b1b9ec34917f4d83f02cbe1d5267bbb

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:53.944609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.944609Z digest=sha256:7092437f5a1221f09fdffc244e524831d4e8162e209404f99b82c68b692cb200

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:53.950737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.950737Z digest=sha256:a50663077dafe92c53a931eff88a9503aa92a00ab4129961f79cc6e7c24a9b1e

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:53.956919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.956919Z digest=sha256:6774cbd3c465252ed54dcfc1ed9b66fefa18670a77edabda5473647d3f2bd423

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
no resolver link, observed 2026-08-11T19:28:53.964256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.964256Z digest=sha256:c349df1f872fe4ee4544266dfa9da4b145111ce2d36c29635b9489412f1fb640

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:53.973604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.973604Z digest=sha256:d89a9600b4c43e6820b87b105bb412d1fced39de53b798a67f67d4191642d8fb

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:53.988426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.988426Z digest=sha256:d43bf300ee0a193390a2d4bece425119585e87b80f26b6a2160d1be0a88147c7

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:53.998479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:53.998479Z digest=sha256:1a01e9483db47c9b74d9d2599faa40cab7f3b7ecd398a396a050e09338be3df8

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
no resolver link, observed 2026-08-11T19:28:54.004640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.004640Z digest=sha256:a61539d9283f76b2e1a23fd07ba88fb211ad291dce92cf68da9763ad0fc0f828

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.012401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.012401Z digest=sha256:7d8243f8a007d13cf89d4852f077ba8a0a99a5605c334ce4e1449e3ba85f281a

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.

source=arxiv_source observed=2026-08-11T19:28:54.019933Z digest=sha256:f7da7f67bca3bedc1e6d7f16bb0c61891404fa95c2c22ef9b003ad4e25e1a568

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.026839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.026839Z digest=sha256:a91cef190de35607991f88658e39541c9fd99315d9416ace7e1972b145fbdff7

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
no resolver link, observed 2026-08-11T19:28:54.034385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.034385Z digest=sha256:3583ca58e1a6394637d92fc9259a2edadd6746fb5c29fd36be853779fce92769

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.041332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.041332Z digest=sha256:989600540a9c4ecc4549bcc9bac15705ffee3b2b05a08a7e5bd255b73cb26823

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.048692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.048692Z digest=sha256:6626adfd820c23978988fee3b9b58c0493030a8396b980ad495bc7e610cc1f78

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.065784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.065784Z digest=sha256:e17cfb901d876aed5d4124c82209bec786ae759ad181a37005fa6892c344e619

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.071719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.071719Z digest=sha256:67f5eebde3565a257bb67b57cc882cc387577166a194625582e8f27899f01d1c

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.081192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.081192Z digest=sha256:76409dc1863d87cdf37a0b44085942a8f3ca67d17ba37bfc15fdff03e86c9047

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.087416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.087416Z digest=sha256:0b1e35c23ebbd2c25c810aa487642d0ff324a658cc50a79ce21ac1b8b1a5909e

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.094517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.094517Z digest=sha256:5af6eaa0d479c06a2aaa1e7a15c382281901f3dac2097ba1b32a7af87c54c2da

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.102503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.102503Z digest=sha256:eb247f8d778a1280e291c1eed5c921c0ef467d2287efee97452454599833042f

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.109521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.109521Z digest=sha256:e9760e29df729aff4f67d44a0787ffe20aad53bab8c53baeb421f8297bfb5b64

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.116670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.116670Z digest=sha256:b0a073042317426672812fe3ee3aec49405287f412646cd63ee18f4c1c7dcbf4

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.124512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.124512Z digest=sha256:ce5ecc4df51051641991ecb2b497102615d24dff551a4adaa50239d1a6e7a401

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.133448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.133448Z digest=sha256:53ff0ca042eeafb283ee7f3daafa539200bc27944547bfe8c6c038c8ff370da3

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.139827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.139827Z digest=sha256:158af3f820f9d590e3af0db68c2dd1a2f9c351358d174ead7ee5402d0a64ce60

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.145564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.145564Z digest=sha256:1834ff1d8f5c4685c60d123157fdcc5421a8c901b72b6779a3a76a99201ff0fa

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.152279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.152279Z digest=sha256:176434b5f0ee8ab9ce8f8a3c588ecedc4e9b27bfc956de25eb47cf872be27e7c

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.159236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.159236Z digest=sha256:24b00dd072547b8110685e9e2ea3841f4fdffc3c2b3c21cc3ba4e3fc9b2c1f71

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.167973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.167973Z digest=sha256:188f172792795240b4afe44475f7b496c61773e05f05c8eac2c040daccffceee

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.175672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.175672Z digest=sha256:3a855b5d8df534cffeb8cebeaff29db87e95c486c82b236b8db7a03b591781ba

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.185209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.185209Z digest=sha256:5db9da5732cf472ffdeec8ddfc56fbc89e7c12ac73cc4ff0e9c4b2f951744852

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.193661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.193661Z digest=sha256:abdb48b404b99be3a3c9c8c360eed3c676c2cc16174993cb0f078db749b89c00

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.199500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.199500Z digest=sha256:07f614ded99168cb02e0470952210e770fab779eab09985fd5a0088eb72bc8c6

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.204895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.204895Z digest=sha256:52a1fc1ce3d06ffa24964136a7d2549eedbc7ab1820de941c1aff4dbc919b2c2

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.211221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.211221Z digest=sha256:cf0d2ae6c5eab06795b2026555aeb6865581f692d27695a4cb6bb168a033cea1

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.218833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.218833Z digest=sha256:5181e6b56664c4012bca6510a3961797a4c8c3c573982c7729695f7fd1220c95

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.225356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.225356Z digest=sha256:eb3665a94b3573df7fcdcff79ecbfd23d62c706460068eb7a8dd62aeea5a9e9b

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.231527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.231527Z digest=sha256:777b93538421dd3849020a799db21fb4eeb221fb66359df5c0890a11c4c57d53

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.239572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.239572Z digest=sha256:8b59c2eab7c8f9f671a744d88c612b3cc3ff7b7e3b82002b2baf4a237953067c

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.246281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.246281Z digest=sha256:fe536ac961d7b9424b3049c8949be91cbb74b97460eddbe0d422cf69efc1161d

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.251787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.251787Z digest=sha256:c424ae38c8c79737d7d06eb84b26bbd1aac8e4f9dda0d49cb4a94738df875016

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.258740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.258740Z digest=sha256:be632fa2cce70246b274a99e968904d87717a51670624d88fcf204a5308e2948

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.264839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.264839Z digest=sha256:b6bee6fb66f10b994bac70e842c1e0dde1bca1f2b7307b63a8ebf3bece8bb756

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.270888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.270888Z digest=sha256:e270d6e9d39354d10651bbf69bead76b0c523af752140cad2bde2182c61dc4fc

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.275727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.275727Z digest=sha256:47d7ca6fabd6bf8736a9f8e75bbdaf76e0b9d9ef6dadee3d6cc2380de7f7716d

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

Resolution
unresolved
no resolver link, observed 2026-08-11T19:28:54.281812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T19:28:54.281812Z digest=sha256:7d707ed6bd0db1d39c9fe2613c23e63b335bf2c42e8e25aaae724f57c67e7895

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.

source=arxiv_source observed=2026-08-11T19:28:54.287848Z digest=sha256:a605796dbc0b15176f45a553bb171fd5e0d182ee03ea4b959d0db6cce3e83291

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.

source=arxiv_source observed=2026-08-11T19:28:54.293316Z digest=sha256:2faca95d2ace9b9e568485f38a04c827c7123b55239059326086a1bc2148daae

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.299964Z digest=sha256:44d39064f0adfb558a81b66a0f995fa0a60733c3b2025b2b4ac7ce50d9d8eadb

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.306094Z digest=sha256:b53bd809e8beff38af86e3f7417534efccfd590c8182661bd46587fea938396c

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.

source=arxiv_source observed=2026-08-11T19:28:54.311590Z digest=sha256:65df6817f700ecd88a9b2ccf4a8fd5d2bab27403e50b3f5a941c237810be2ab7

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.

source=arxiv_source observed=2026-08-11T19:28:54.330737Z digest=sha256:3e55fa46b7f0625751537dd2326d6944537dd3a07bc09171c1c0fcc3a610d5d2

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.344218Z digest=sha256:b33f62ce0ddb718c70ba62c55160bf722fa54a4666deaf486385928b1799399b

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.358798Z digest=sha256:e434c70985e7804b94e48bcdc6dccc0ee4713076b0cd3fb2db34cf228ec627cd

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.

source=arxiv_source observed=2026-08-11T19:28:54.369780Z digest=sha256:6941234c36ef197937b41bd3fad03f93bca60235c2f1d9f4dffe04b7a9b115cd

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.379864Z digest=sha256:297c9b64dad50cf7e1c5929ab719c94303b540b90b735d3238edc64f64d42fdb

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.

source=arxiv_source observed=2026-08-11T19:28:54.387332Z digest=sha256:01ba53c1d3639257ff9581027d08d31db68ec7bdbb09c67c466daf4e4224c95a

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.393014Z digest=sha256:2d80db07ff43295092ea61269d1016cc23ba0ae2a3d0bb514aa0ac8e582eeb91

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.

source=arxiv_source observed=2026-08-11T19:28:54.398693Z digest=sha256:af2d7f489235a3ea124dcb232b58eef7b2cbc9c8e90d0a9110edc548fefc69dc

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.

source=arxiv_source observed=2026-08-11T19:28:54.404989Z digest=sha256:8dc7dfbeaec0a67f442f76e6b974b7e16d525102cdd1761e1b95a6850ce81391

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.410784Z digest=sha256:859f50c2f6eea65f6e34eda614bd9865159e6d688ff709fd483a0646823543a9

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.417179Z digest=sha256:ae2839a42bd664a847e6304835d3137bbf4c31d17cdaf99c21041e07756579f7

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.423564Z digest=sha256:11efc3027685a7a0a7860b50a1879accdd8c036c43d6340ce1397e61e6258ebd

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.

source=arxiv_source observed=2026-08-11T19:28:54.429252Z digest=sha256:29012c4d19495b63629434ca5e90526d1bcbf085578576b8eed37059a425ffea

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.435070Z digest=sha256:8e88dc9bca32dd5bf184161e7b1596d700a06c1d1717630db9527492f5ce0209

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.446965Z digest=sha256:9f6fa6cc0cc574dfd39833e672a1726896e6e5a553d3fea192b91329e8b930ea

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.

source=arxiv_source observed=2026-08-11T19:28:54.456278Z digest=sha256:4f20182712b5df3c6220b614be3be8699fb2aa9231f73ae63273c639c69ba5e9

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.

source=arxiv_source observed=2026-08-11T19:28:54.463745Z digest=sha256:36f2d3da70ab1d4e43c2cd7e4e71db404b79939c539d956eea24cc9598177e21

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.

source=arxiv_source observed=2026-08-11T19:28:54.473080Z digest=sha256:9d2a10ebf020d24b2a0f41d8601fb1e335ab6eebaf4e3aaf67a01f1449f989c9

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.

source=arxiv_source observed=2026-08-11T19:28:54.480125Z digest=sha256:79eab77c31646e709c8317f688adce7dce93b13c0311fa400b2294d3eb51da36

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.

source=arxiv_source observed=2026-08-11T19:28:54.486170Z digest=sha256:c5bbc14a58ce0774ebb1225932fe83b0b88c925319a9566bbe67d08754269351

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.492774Z digest=sha256:cf7e0168cd6bc24b44e290013f64c01ec97688be5f7b9bb499ba56f94d363ff8

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.

source=arxiv_source observed=2026-08-11T19:28:54.499791Z digest=sha256:0e724166c9a16fccdcf4746d97d114213bea25a2a98d7fb4c19d8f8f0bdc89e4

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.506646Z digest=sha256:5730dca87a908578d6f2fc9cce044b4ee992baef223c4e3f3bc51261eb4b82cd

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.512815Z digest=sha256:27136eb2dcfd5d5ad51cf34118cfc54fd004abc5db08bbf3da5a4198ca427d74

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.519372Z digest=sha256:1a983fd474d0c390e11dd7bff8c816d410e88375bc8d99285762b5ea10246d77

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.

source=arxiv_source observed=2026-08-11T19:28:54.526151Z digest=sha256:9a21134e59b06244d51fa9a01ba591ba8169b40a1e507573e230c333744fb43b

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.536902Z digest=sha256:637ee5028580ba08c1917196a55a617550321f32f98417ab30ff041d4e26bbb2

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.545521Z digest=sha256:2c320137c60901e4769d51060b7bf91b7b4fde607cf192e025bd362b623f2242

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.

source=arxiv_source observed=2026-08-11T19:28:54.551140Z digest=sha256:3d8badf4cfdecc0e87b756a7b3d57d480d3e9cad297dfb35c40acc1bda5d6e6b

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.

source=arxiv_source observed=2026-08-11T19:28:54.557590Z digest=sha256:97c78157a0ee99f14bc637f2a8d64f8ee4a3238561c374d65fdb9c873bc9dfa4

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.

source=arxiv_source observed=2026-08-11T19:28:54.563687Z digest=sha256:5e7f8873bdd88ed0e5ca3a37d92d6806f08c58c5c15fbe730146b772d9c353bd

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.

source=arxiv_source observed=2026-08-11T19:28:54.570719Z digest=sha256:cb0bf8cbfa6edd921c1f9015e020fafc913d6f8a1d6bc0724550a9dc21394190

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.

source=arxiv_source observed=2026-08-11T19:28:54.576941Z digest=sha256:4f044cf4fe3dc4f6c566aa4f6731efe305ed6cdd5d9ff3113861a8a1e7c6e2a3

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.

source=arxiv_source observed=2026-08-11T19:28:54.582368Z digest=sha256:c75911226730dad1b3bf225156fb328c70d6775de9cb25354abed1ff8c6e8fe2

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.

source=arxiv_source observed=2026-08-11T19:28:54.587920Z digest=sha256:31c85c1e675116e5b29d4df98beb5c1bebb7bd2849986a7bb8b8475a3dc18cb2

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.594149Z digest=sha256:96e81be9ba6d3b1d657d0d172873dba83fe9b657480cce3b2a1675094d9d131c

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.

source=arxiv_source observed=2026-08-11T19:28:54.603722Z digest=sha256:9975ce0391c5762629e8b750d420617582f5020c21a29f7f0f1b40e004740486

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-11T19:28:54.615343Z digest=sha256:cc841b23c2ba3b6a94beb9a9b6bece97cdd08961621f00b800d05bae37befb74

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.

source=arxiv_source observed=2026-08-07T14:26:29.005282Z digest=sha256:214fcfce17611c954ad687b948cc32966767979214de2270125c4eebe50029af

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.

source=pdf_text observed=2026-08-07T13:07:49.754253Z digest=sha256:e32bd8abcc2979c11153005e1dc8564c21b996b0a2f65ac13a6ceab46736bd0c

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T15:16:28.644950Z digest=sha256:348716119f008eec470cf189bcee66165bb97426f7f425371fd530bfae64ee3b