Paper Citation Record · LEDGER

A Study of Situational Reasoning for Traffic Understanding

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2306.02520.

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

pith.paper-citation-record.v1
2306.02520 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:36:55.912100Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T12:34:38.902553Z

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 a4434028-ab67-43a5-b463-4169a0b8420f · inbound

PDB-Eval: An Evaluation of Large Multimodal Models for Description and Explanation of Personalized Driving Behavior cites this paper.

PDB-Eval: An Evaluation of Large Multimodal Models for Description and Explanation of Personalized Driving Behavior A Study of Situational Reasoning for Traffic Understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:55.912100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84d2afda-c73a-4913-a5ae-9c33b2006d0b · inbound

STER-VLM: Spatio-Temporal With Enhanced Reference Vision-Language Models cites this paper.

STER-VLM: Spatio-Temporal With Enhanced Reference Vision-Language Models A Study of Situational Reasoning for Traffic Understanding

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T19:06:24.973033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 474c605f-dbd7-43d9-a3b4-6ea0ffd20a54 · inbound

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance cites this paper.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance A Study of Situational Reasoning for Traffic Understanding

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T20:33:35.289651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7200aa95-e191-48a3-ada4-ab9a83d76391 · inbound

Lngram: N-gram Conditional Memory in Latent Space cites this paper.

Lngram: N-gram Conditional Memory in Latent Space A Study of Situational Reasoning for Traffic Understanding

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-30T12:34:38.904009Z

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.