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Paper Citation Record · LEDGER

LimSim++: A Closed-Loop Platform for Deploying Multimodal LLMs in Autonomous Driving

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2402.01246.

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

pith.paper-citation-record.v1
2402.01246 v2

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 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:25:46.072978Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:47:54.131732Z

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 74e17e08-b060-4f24-95c9-4cfb34f4a01e · inbound

LimSim Series: An Autonomous Driving Simulation Platform for Validation and Enhancement cites this paper.

LimSim Series: An Autonomous Driving Simulation Platform for Validation and Enhancement LimSim++: A Closed-Loop Platform for Deploying Multimodal LLMs in Autonomous Driving

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T22:25:46.072978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:25:46.072978Z digest=sha256:b9b6657e7db4afc9384de6c0c016b08ba2a1b02a76ea5d33acf9dded6d07bbe9

Observation 13fd9f63-9639-43e1-9913-e6afeb9a1ea2 · inbound

Symbolic Intermediaries as a Linguistic-Numerical Interface for LLM-Driven Geometric Reasoning cites this paper.

Symbolic Intermediaries as a Linguistic-Numerical Interface for LLM-Driven Geometric Reasoning LimSim++: A Closed-Loop Platform for Deploying Multimodal LLMs in Autonomous Driving

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:47:54.172943Z

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.

source=arxiv_source observed=2026-08-07T14:47:49.069660Z digest=sha256:b6e7672f6118b8d5544ec394c4bbb06935eddd5ac23e51338fa4c3b4e8ffebe4