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Paper Citation Record · LEDGER

CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.14368.

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

pith.paper-citation-record.v1
2410.14368 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:13:52.403067Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T06:58:06.125493Z

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 c535dd85-f7dc-405b-a1a4-fc1f09593f04 · inbound

Political-LLM: Large Language Models in Political Science cites this paper.

Political-LLM: Large Language Models in Political Science CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic

Reference 272

Resolution
unresolved
no resolver link, observed 2026-08-11T19:52:04.983404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:52:04.983404Z digest=sha256:6c859bb599cb063d358f9eb82a8347d60787d37e4d5ff177a98a167fc3a36481

Observation ed2e39a8-cdfe-41b8-beb2-8f51411f7fe0 · inbound

LangCoop: Collaborative Driving with Language cites this paper.

LangCoop: Collaborative Driving with Language CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-16T12:13:52.403067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:13:52.403067Z digest=sha256:db2edff292326dcba1ff08341948c76e1e0dc60da67f7d8d6214baf43f4d56ff

Observation 1fea3ed1-8f67-4a09-8c93-92bafb59f09f · inbound

Position: Uncertainty Quantification in LLMs is Just Unsupervised Clustering cites this paper.

Position: Uncertainty Quantification in LLMs is Just Unsupervised Clustering CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-20T06:58:06.127456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-05-20T06:53:44.993529Z digest=sha256:21f5aa4c1ad7a37771ffb0d18a7ecc176918f0e6b4a0285eb00a4e970f67d847