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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 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:06.206473Z digest=sha256:bc932c00b1872906b5049a9997b47b49b53c9494ffe61373d7d72f4a4d0bf321

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:06.299841Z digest=sha256:5efc9a9bf7f31d4373bb8ed8aa7e9ccb19bb87b191f1537a5f1a9149f206bbec

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:06.506743Z digest=sha256:e5103bc2dc066a20896c24ccfe55a4603f945417cbd5a849ba638b9c1a27a103

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:06.616198Z digest=sha256:00f10e61ddc2dabcdc4665a84a0f06e68c74f4a7de9869eba767a2c1f7465ed5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:06.785699Z digest=sha256:3a89c24cd61b5e4166a5373f0b3d4f9dd42dd324ad1209c5f11a28e5a54d53d9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:06.851617Z digest=sha256:7a27dbc288289d91f6301004b959359697ea006274402e81c3a6246d44fa84d3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:06.947070Z digest=sha256:22c7ec879a00068ee81a7980db9f5c88388eef3cacb2306489f6ae7d14335506

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:07.043563Z digest=sha256:955cf47d8c414bdac8d85dd5dcdfff05ebd6cded7b483a5baf94a32926a7ee99

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:07.156759Z digest=sha256:409d826d9725bb18f913805a2444375c13ac4da48a8de7c2db099adb9f1d88a3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:07.301976Z digest=sha256:ea4b976ac570d9a9194ffa5b7438f01d3b9c0dd0415103505bca09e238e7e2cf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:07.427807Z digest=sha256:6d9198f94329939a756643542e3064f6530b427b1f121e7e37308b0ca4e81162

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:07.574458Z digest=sha256:442d11105f8c2a7d7191b9a4ae995d0cbd270a97c7be49d529cdb16a86f67d9c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:07.709649Z digest=sha256:946721079dd3612ced6ff7ce8f2ad92d79316fd6ec41d614463adfb85b146abb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:07.817757Z digest=sha256:6f3fd06d674824685d3f757e4bc45e8f5528d7f571a4d7e2f9287fee31600053

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:07.913699Z digest=sha256:c8cd35182665255e77af71554257636eb43b6b692ba6635816afe2fca3fe81dc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:08.084199Z digest=sha256:6e0b1f597c55dde8141fc8b658ebdf1b8d8a4864d7c8c30a3ff0f20b555876e7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:08.391411Z digest=sha256:29d6ead2169e255e9c318f8089359059183993d4e6cf815e0fd359de76530839

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:08.476576Z digest=sha256:00b64a8f218ea5c1b8e080acc94d4e79db538a896c0824525ffc055e0f19b37e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:09:08.542219Z digest=sha256:e459f56cafbec0e527e21bd9589eaadd7d7b2b2a9466eb71236e24024f3f7140

Pith citing papers

No inbound Pith citation observations are available.