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Paper Citation Record · LEDGER

TransportationGames: Benchmarking Transportation Knowledge of (Multimodal) Large Language Models

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2401.04471.

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

pith.paper-citation-record.v1
2401.04471 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 2026-08-05T06:32:48.257954+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T17:35:21.127740Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 16ffad38-20e2-4e09-825c-3df4b1228c61 · inbound

TRIP-Evaluate: An Open Multimodal Benchmark for Evaluating Large Models in Transportation cites this paper.

TRIP-Evaluate: An Open Multimodal Benchmark for Evaluating Large Models in Transportation TransportationGames: Benchmarking Transportation Knowledge of (Multimodal) Large Language Models

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-09T20:17:04.513123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T20:13:06.376037Z digest=sha256:0f30a7668a0ebd4880b62125356974d4a160e8f855b718e19142a2457375251e

Observation eacee2a4-cd95-4dd6-ae15-b919cbd48b6c · inbound

Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support cites this paper.

Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support TransportationGames: Benchmarking Transportation Knowledge of (Multimodal) Large Language Models

Reference 100

Resolution
verified exact
arxiv_id, observed 2026-07-01T20:56:14.237327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T17:35:21.127740Z digest=sha256:9e71303b9e424cce0e167c77c0e99a444c15dd26cd5c6fc9b9ce5a8350824d4c