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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 21 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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:06.206473Z digest=sha256:d99cbb8e0b72fa4f8dee388d1e89007c221b9509b7319ac95c30f25fea04bdd6

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:06.299841Z digest=sha256:462e899d6927a58cf3ca2382d238643b8f82568bea9e82af69eeee3edeb7c731

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=sha256:81686195faaebb551de6557204c8554b5a30f98c0364f32485bb92539fceae23

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:06.506743Z digest=sha256:46571621bfc959cf9102fb565502249228bdb51f7abf08bbeae0f94891172ae3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:06.616198Z digest=sha256:067a3482b27cac737379c55e314f98f0f56643020317871211407470cf656b07

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=sha256:497dc4dbabfc9067997da5d510647c3aa2f8b7db8cc1cb08af8af502347e203a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:06.785699Z digest=sha256:82490d91d7541904dc2c564cd3367b079353db98c5e8d31fa35fc3ae081d88bb

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:06.851617Z digest=sha256:324dbf1133773f3c30bd659fd344c9fef94970e78978f9a87abbc1deee9bac77

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:06.947070Z digest=sha256:e0e686d1acd5f114d3c665b20a25b3c8481e72dfb4eee8adaa032bdbbc88ff8d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:07.043563Z digest=sha256:f9be572d4489e43be6c4f932b852f09d52a075cfd2aa02a2084fe80bc72ccdf9

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:07.156759Z digest=sha256:7739dd5b2b33d173ecdb655d3e080f56e37c0e9f8bb75b1088dcfea4277d5512

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:07.301976Z digest=sha256:71c180475817fdaf202caf843f5e9c0729890ef9ede442ad681f797098c476b7

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:07.427807Z digest=sha256:edbc0e3a60267ca6c3b0ce4153bd5d31c670b7e909fcebefa329c8c719d72d98

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:07.574458Z digest=sha256:2b4a20fee82fbf2c40904c0b509ee5247ffce7ff1a4eab6747d0644e8b511a45

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:07.709649Z digest=sha256:909fa8a585cec3b1deaf71fc1c3464db1c5744d2d3ef5ea92456416871a912b7

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:07.817757Z digest=sha256:817f751725c732ca90a652c6ae85e413709c8d994cab3283bf74182b433dc5a5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:07.913699Z digest=sha256:d0d72a2d6108edf1eb588248a0b8dee6cdd5dc089c254ced5cdb8f7f5847280e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:08.084199Z digest=sha256:51a96e9ad0fbfedd53bd9e1aaced47b43c9cfd1a6f763703df3daad85fad3b6d

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:a5acf97b69b7b3080e2484441294f1dae5ad5204f30b8340fa0be25063665c44

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=sha256:52de7b5c893f05fe19062bcfc629db2d0012bd10d4fa897b9e69cc155f475d97

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:08.391411Z digest=sha256:947f96f797d5727dc6c46fa8925e5dc184833f485bca31967e367d63c4bbb289

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:08.476576Z digest=sha256:f865c987a2c5ffc84210bc0027a76b688ddbe58ba0c2f21656e480db63a91baa

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T11:09:08.542219Z digest=sha256:7f87ed76383e0da4ef21af3ac6fb8eb96edcd94838961e4357ad38513b73e427

Pith citing papers

No inbound Pith citation observations are available.