Paper Citation Record · LEDGER

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities

As of 12 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2607.16175.

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

pith.paper-citation-record.v1
2607.16175 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T21:10:33.407414Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 30cc6e39-c96e-401e-8eac-5b5691779387 · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:31.354027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a671fd8-b01f-489b-b8ff-de171b031562 · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:31.428164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7da412ac-0b8a-4cef-bea7-e0a347cf79ef · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:31.471769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b2d004b-1f99-4335-b8bb-2ee236fd0748 · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:31.509436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a852d3d9-f4e1-4beb-981b-c416afd7e52f · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:31.589953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 484676aa-5e1e-4885-ac32-4000724b942e · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:31.675159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 261d8b12-5570-4797-8dc5-0f72c4ab517d · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:31.757570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 328d485c-fdb4-4aae-a2a1-4183dc5674a6 · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:31.856920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 512976f7-fa32-4d60-857e-ebd2cbf7d80b · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:31.968112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62bc0d01-2a8a-45fb-86ea-0719057fac3a · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:32.085392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a3193e3-4b3a-4cbe-a375-10758574b501 · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:32.192996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8bf2479-955b-4a3d-be18-f7514b7e8dc7 · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:32.377374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f1af13b-6d44-4fce-bb39-98a2cb404d2a · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:32.507174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c6e37dd-bcb4-40a8-baca-a734a6c637ff · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:32.597576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7413801b-ec60-473a-9b2a-58a0dff3e019 · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:32.661539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cb8b306-3b9a-41cf-9880-853dac439967 · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:32.762380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 594bd65e-f697-4397-b238-453d65af8a5f · outbound

This paper cites Time for aCTIon: Automated Analysis of Cyber Threat Intelligence in the Wild.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Time for aCTIon: Automated Analysis of Cyber Threat Intelligence in the Wild

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:32.983803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7fe7784-b45b-47e6-945d-6b4810bc379a · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:33.206017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8083663-89f4-4e75-b139-d2db3e64cf13 · outbound

This paper cites What Are Adversaries Doing? Automating Tactics, Techniques, and Procedures Extraction: A Systematic Review.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities What Are Adversaries Doing? Automating Tactics, Techniques, and Procedures Extraction: A Systematic Review

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:33.309195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2128aa98-5354-493e-aa32-9361fc362805 · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:33.407414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2832f435-c3b9-4e40-b135-37db11e756da · outbound

This paper cites an unresolved cited work.

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities Unresolved cited work

Reference 2021

Resolution: parse uncertain; no resolver link, observed 2026-08-01T21:10:32.439251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.