Paper Citation Record · LEDGER

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems

As of 10 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2507.22433.

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

pith.paper-citation-record.v1
2507.22433 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:45:04.939080Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

22 of 22 outbound references displayed

verified exact1
verified fuzzy18
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f5055de-c86d-46b3-9995-cd0ae57abd7b · outbound

This paper cites Ne Assessment/ est Method for Automated Driving (NATM) - Master Document,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Ne Assessment/ est Method for Automated Driving (NATM) - Master Document,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.442441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 97a69ebd-0760-4cec-844a-209f763b3205 · outbound

This paper cites ecent Advancements in Automated Vehicle Certification: How the Experience from the Nuclear Sector Contributed to Ma ing hem a eality,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems ecent Advancements in Automated Vehicle Certification: How the Experience from the Nuclear Sector Contributed to Ma ing hem a eality,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.422365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e1b431bd-4ae9-40e3-be3a-6cce1a3021ba · outbound

This paper cites Harmonised European Solutions for esting Automated road ransport,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Harmonised European Solutions for esting Automated road ransport,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.405381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e4a9a82f-8f42-4092-8c4b-6d33b961005f · outbound

This paper cites Safety Assurance Frame or for Connected am Automated Mobility Systems,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Safety Assurance Frame or for Connected am Automated Mobility Systems,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.385061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 232dea2b-060f-423a-ada3-6213a578fbbf · outbound

This paper cites eal and synthetic scenarios generated for the development, training, virtual testing and validation of CCAM systems,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems eal and synthetic scenarios generated for the development, training, virtual testing and validation of CCAM systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.364049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d739c01a-18b8-4376-a6ee-ed85abaecdd4 · outbound

This paper cites SafetyPool,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems SafetyPool,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.343844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c57a7971-ba6e-4747-994c-8dcfa02854c7 · outbound

This paper cites NO StreetWise, Scenario- Based Safety Assessment of Automated Driving Systems, TNO 2024 10983,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems NO StreetWise, Scenario- Based Safety Assessment of Automated Driving Systems, TNO 2024 10983,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.324637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 872fdbc4-fd75-4dd9-ad27-c6e9aaf2d52b · outbound

This paper cites ADSCENE scenarios data base: Focus on accident data support for validation of Automated Driving Functions,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems ADSCENE scenarios data base: Focus on accident data support for validation of Automated Driving Functions,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.305327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8c3b9f4a-7f08-45c9-9bbe-85a912639d69 · outbound

This paper cites scenario.center: Methods from Real- orld Data to a Scenario Database,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems scenario.center: Methods from Real- orld Data to a Scenario Database,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.283902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ea9e28ef-b286-4525-8ffd-2018536b855f · outbound

This paper cites [Online].

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems [Online]

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.267074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e3b11b2b-495f-4b3f-929d-f9e50637a74b · outbound

This paper cites an unresolved cited work.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:45:05.251233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 21ca20fb-8f1b-48cc-be8c-8f15cb7fa0ac · outbound

This paper cites 157 (ALKS),” UN Economic Commission for Europe, nland Transport Committee, World Forum for Harmonization of Vehicle Regulations, Geneva, 2022.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems 157 (ALKS),” UN Economic Commission for Europe, nland Transport Committee, World Forum for Harmonization of Vehicle Regulations, Geneva, 2022

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.233625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1baf5e9f-4608-49e8-bdfa-407760c51e3a · outbound

This paper cites A uantitative method to determine what collisions are reasonably foreseeable and preventable,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems A uantitative method to determine what collisions are reasonably foreseeable and preventable,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.217142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 987946ff-19ba-4259-b364-5d53f70c4275 · outbound

This paper cites Procedure for the Safety Assessment of an Autonomous Vehicle using Real-World Scenarios,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Procedure for the Safety Assessment of an Autonomous Vehicle using Real-World Scenarios,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.200587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3b6e1046-6785-4ab9-9202-ad4aa5306bbd · outbound

This paper cites Positive ris balance: a comprehensive frame or to ensure vehicle safety,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Positive ris balance: a comprehensive frame or to ensure vehicle safety,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.173345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ff62e3f-f644-4d5c-8fa8-e958a3d87adb · outbound

This paper cites Koopman, How Safe is Safe Enough? Measuring and Predicting Autonomous Vehicle Safety, Pittsburgh PA: Carnegie Mellon University, 2022.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Koopman, How Safe is Safe Enough? Measuring and Predicting Autonomous Vehicle Safety, Pittsburgh PA: Carnegie Mellon University, 2022

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.145762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f7183ef4-2ccc-44b9-9a4e-34a104b07c76 · outbound

This paper cites Ho certain are e that our automated driving system is safe?,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Ho certain are e that our automated driving system is safe?,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.121680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 16cbfba0-841d-482e-9688-22550282c04e · outbound

This paper cites Data Sources for Baseline Generation - Overview, Grading, and ecommendations,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Data Sources for Baseline Generation - Overview, Grading, and ecommendations,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.101852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c965acfc-3c1a-4687-b5dc-eca52225028f · outbound

This paper cites an unresolved cited work.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:45:05.085658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b79640c9-e3de-4cc8-b523-ed0fa1945cfb · outbound

This paper cites Being good (at driving): Characterizing behavioral expectations on automated and human driven vehicles.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Being good (at driving): Characterizing behavioral expectations on automated and human driven vehicles

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:45:05.005251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 59359e43-6faf-4a6b-a8d1-27e58c4524bc · outbound

This paper cites an unresolved cited work.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:45:05.060506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d0a521dd-cdb1-4201-97f1-ff0aa90b58dd · outbound

This paper cites o ards a Practical Methodology for Defining Competent Driving,.

Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems o ards a Practical Methodology for Defining Competent Driving,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:05.041569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.