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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 10 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:06.206473Z digest=sha256:06f685ec726b8a8b9fa0d6e1af32d77ad10b1c17f9b82dc0ca9466661191eedd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:06.299841Z digest=sha256:df00b96d2c5b8aa20518fd4bf1d7008bb322dc35a9d1c6a06df941dcbbdd10c0

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=sha256:93ac075a36da612b415e3670c921edc1a052dfaa11b570c9e2102c570fb036df

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:06.506743Z digest=sha256:3b911b952421c9775c7403950c30f16a2d39018ee478b87591d46aafa4b6cb35

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:06.616198Z digest=sha256:789f886e0d47b9b16ebc4c338e468d0f8be5858a5e27640030ea1ba89366d07e

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=sha256:8bd00c904c428105e54b893d8b9b530aae1c8198f5732b9fccf0eaba4823941d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:06.785699Z digest=sha256:a866c8cd218258648a03bc172d6067b58225561213c549a738c33058b00cbd7c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:06.851617Z digest=sha256:5dff168c6a4061e841e71e173cb6899c785b7f232d8a5bfd8573f33639b33b57

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:06.947070Z digest=sha256:08fa101ddfcdf34aec44c27511468ecee606f009799ac764c017ee18771b2419

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:07.043563Z digest=sha256:f620a78e2c87b5c15aa8b78ed20e2ffdc3e6fccb45c4e73176b56aba92149064

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:07.156759Z digest=sha256:6fb12ed8425c291f42661d9fa690c4f7d4c56483865aeab158a7044e8d324654

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:07.301976Z digest=sha256:559af625d84e503657f042c27b2836b6193d85d75eae94232ee610804a64770c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:07.427807Z digest=sha256:4dce294654df516bf3144fa254efa1ca36c1f32cf0471db54e7e35693eb856f9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:07.574458Z digest=sha256:d16fe24deb014675affdd0ec8d925ac375dac56869961b6e4cc39f52d4a63a35

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:07.709649Z digest=sha256:482aec4a916c63e67cc07bed91be91ac775aa30ee961bd0edf1da663132c09a6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:07.817757Z digest=sha256:bb21a3b2b1f1026f0c91443262cce228800d11f420c0b64f7147e066874aca0a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:07.913699Z digest=sha256:b644e09a9f3512429a36e9d5eb196567f825d7b99c366463454bed130aa549a7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:08.084199Z digest=sha256:5aed80d5787318b0a275233e4b633d0a81af73a150478f7b92c301735ec10742

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=sha256:0245b1c3c2da9ed64acd5e842cac48a74c11c25f0cfe99039bbd610eaffda1ff

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=sha256:9b07c2db3fc6850a13ba35395cf3f07fc24cb8339804abb7816dd6af0f466984

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:08.391411Z digest=sha256:f41d04c10a08336ae993b8fb7f0eb09f9cc8be578776298e5ddd7cc976f705d2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:08.476576Z digest=sha256:5545ffa8e66ef6f5d27c3ecc36376ac01fbe0dd25300e956cdecc5fc0bab9e78

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T11:09:08.542219Z digest=sha256:4981f4d315aa007bfeda8a55d0e08a8c073e1e33b79bce132b95621f2e400e2f

Pith citing papers

No inbound Pith citation observations are available.