Pith. sign in

Paper Citation Record · LEDGER

Enhancing Autonomous Driving Safety with Collision Scenario Integration

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.03957.

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

pith.paper-citation-record.v1
2503.03957 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:35:40.358698Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T14:35:42.416958Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 836f99e8-1e7a-4a97-a6af-43e6d0419c0e · inbound

CrashAgent: Crash Scenario Generation via Multi-modal Reasoning cites this paper.

CrashAgent: Crash Scenario Generation via Multi-modal Reasoning Enhancing Autonomous Driving Safety with Collision Scenario Integration

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:35:42.449096Z

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=2026-08-07T14:35:40.358698Z digest=sha256:4758b4e6b7cbc9ca7209a2da68ab543c3975f7a7faadd180431db5473631795e

Observation e82b46c7-5023-4127-9c05-0ee9e214f370 · inbound

Zero-Human Demonstration End-to-end Autonomous Driving with Trajectory Scorer cites this paper.

Zero-Human Demonstration End-to-end Autonomous Driving with Trajectory Scorer Enhancing Autonomous Driving Safety with Collision Scenario Integration

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-04T07:54:32.380348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:54:32.380348Z digest=sha256:b550c766afffe97994a3d320fd49dc1c79c70d3ef972f8fc47a5cade330a8933