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Paper Citation Record · LEDGER

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark

As of 7 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2506.03381.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.03381 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:09:08.542219Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

  • verified exact3
  • verified fuzzy6
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 53415e13-aebc-4fd0-889d-f293b833a2f6 · outbound

This paper cites an unresolved cited work.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Unresolved cited work

Reference 1

Resolution
verified exact
doi, observed 2026-08-07T11:09:08.899086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:06.206473Z digest=sha256:c60a9b055e34b80236bc482289a7c85bc9a566e4efb2de65c670be8f4873ec73

Observation 20e9196b-aa41-4242-9145-163a4bb1a391 · outbound

This paper cites an unresolved cited work.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:12.982534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:06.299841Z digest=sha256:ee8eee49bf6930134890659467e21c01fafe0798753f9948ff85ceee9c1d6a85

Observation 37b75784-b67b-46a7-bf3d-c973db5554f5 · outbound

This paper cites Nellore, G.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Nellore, G

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:06.412985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:06.412985Z digest=sha256:3978695348ed3cad751361ed9baf2f219aa2d2f69fac72a3425b5fbdb2c57cb4

Observation f24942bc-70aa-4559-bb5c-addfcdedfa6e · outbound

This paper cites Mahmud, H.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Mahmud, H

Reference 4

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:09:09.940366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:06.506743Z digest=sha256:0526e48aec270e290b3f19889fc2c992a38b3425dcdf9afbffd5b4b067de2993

Observation c40d4fa2-a29b-4bef-b854-3e1ca9a56c88 · outbound

This paper cites an unresolved cited work.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:12.866851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:06.616198Z digest=sha256:b121486e44dbd2a83e1dbff31aacdd57e8b1ab77d6eb43ba9313d8aea5422dce

Observation 5fd3aa2d-3912-4413-987e-f88e6880c133 · outbound

This paper cites DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:06.705712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:06.705712Z digest=sha256:84ddc247451b00065dd0046d0c6b33b0a96779a9cad6d79a7c7c12e896cda2ba

Observation 33f30d10-41d4-4f05-aa78-2099f140980c · outbound

This paper cites an unresolved cited work.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:12.715895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:06.785699Z digest=sha256:6070f249e2fab6d1a8b4aa76b3167b622f475c2f47143c72d571a1e476cba7b7

Observation 918d4991-3ea2-40a9-9acf-c90ea019d4d4 · outbound

This paper cites Ravish, S.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Ravish, S

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:12.525478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:06.851617Z digest=sha256:c490c28ee61750fee38c6327191c91c4c4015027c119e0a99f03eecf6ddf322b

Observation 96d25643-66e2-4946-b836-528cd480e16a · outbound

This paper cites Huang, X.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Huang, X

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:12.300512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:06.947070Z digest=sha256:0acf15c57abc8bc91a205cbf05c91f45c83ea725a7ca2b52156c9463aeb69377

Observation be925d04-870d-4926-b544-0d455a0244f8 · outbound

This paper cites Zhang, D.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Zhang, D

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:12.122600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:07.043563Z digest=sha256:35047c1dbcdd3473fe2d599f5e57d5a3219452b7e1a8f29504e6dc99a6f32b3d

Observation 7f58a574-4a97-4f21-b341-72420c0bf7f6 · outbound

This paper cites Huang, X.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Huang, X

Reference 11

Resolution
verified exact
doi, observed 2026-08-07T11:09:08.673922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:07.156759Z digest=sha256:68f1f825bc311ac4f2c6052ecce2d224bcc9fbba2c1d3d68ffc764fff032077b

Observation 8bfbb6a5-27f9-4678-8736-bea84b636be0 · outbound

This paper cites Salvagno, F.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Salvagno, F

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:11.987037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:07.301976Z digest=sha256:f62aaf4426a97b24a8c2a66f04568da88ac1aba0bb11584b0936bca3a64b9476

Observation c923da63-e868-4f96-9561-6aa8030f8df2 · outbound

This paper cites an unresolved cited work.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:11.697502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:07.427807Z digest=sha256:8719f53d992bbf757a81c132fac994a654c5c3363f4169116201bee3fadc4aa5

Observation dafa94bf-57a0-44a6-90f8-5b4c5caf173f · outbound

This paper cites an unresolved cited work.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:11.423236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:07.574458Z digest=sha256:44e9d64b84f46fb820774d8d02497366bb96884e01392835c915ba5375da2c7b

Observation 3c0cc307-5c6e-41a3-ac92-7e71731a87e6 · outbound

This paper cites an unresolved cited work.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:11.195511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:07.709649Z digest=sha256:4bd4c163673152d7e411665dc5dc68c135eb764d6d67e125ca49c899f7d19973

Observation 95b561af-2b76-4fc4-aa68-9d61a7132204 · outbound

This paper cites an unresolved cited work.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Unresolved cited work

Reference 16

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:09:09.435073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:07.817757Z digest=sha256:78f647a0d6d61fe01457cc4702973269d91c05aaaa91488f52a48d702e6a368f

Observation 0138d620-2492-40c5-90db-2f99910d07f2 · outbound

This paper cites DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:09:09.141507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:07.913699Z digest=sha256:8f4a49b24389e6defb1a014daef6b0e9ad53a8590716457050f4c85a57a4c2e1

Observation ec14adf0-b853-4aae-b847-2572c1de79cb · outbound

This paper cites Tao, Exploring trustworthiness issues about disaster-related information generated by artificial intelligence (2023).

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Tao, Exploring trustworthiness issues about disaster-related information generated by artificial intelligence (2023)

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:10.943604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:08.084199Z digest=sha256:171b9423128e9b11e06fca9fc9f97de628276f6a2d49a43402806bafb9172e88

Observation 505cfec2-b25e-4793-bbf3-d71de0e71e18 · outbound

This paper cites ChatGPT is on the Horizon: Could a Large Language Model be Suitable for Intelligent Traffic Safety Research and Applications?.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark ChatGPT is on the Horizon: Could a Large Language Model be Suitable for Intelligent Traffic Safety Research and Applications?

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:08.182479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:08.182479Z digest=sha256:cee3eb1364ad44b04e5dedde21bcb229bfec9df66a0069c3e6363e2ac71cae23

Observation 71f6ba13-4339-4b49-be40-436da031fcfd · outbound

This paper cites Lai, T.-Y.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Lai, T.-Y

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:08.295303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:08.295303Z digest=sha256:f2954113794248a943faba467b6d6ddb6f9ac67d8af3575cf938cc2625d6b153

Observation 1ca57340-fe2b-4c2b-8079-0233860f52a2 · outbound

This paper cites an unresolved cited work.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:10.713550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:08.391411Z digest=sha256:24a90752fd1364b724a7092e266e326f76d5871cc49fbab8228aad1f015c3afd

Observation 5d526716-6443-4dd4-8290-603b736bc883 · outbound

This paper cites Akilan, Q.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Akilan, Q

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:10.442463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:08.476576Z digest=sha256:6086d0b8d727424ece2fd16c0505bcd0fbb3326f1c20753b11ff1e523e2c63b8

Observation 8bdde071-021b-4ba5-b18b-0055d8301106 · outbound

This paper cites an unresolved cited work.

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:10.224254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:09:08.542219Z digest=sha256:865708e5652991a365e69c7f69e22a1168026889a8896df70b443d31f1aca1cb

Pith citing papers

No inbound Pith citation observations are available.