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Paper Citation Record · LEDGER

False Summit and Silent Drift: A Failure Taxonomy and Efficiency Analysis of LLM-Assisted Multiphysics Simulation in an Open-Source Framework

As of 9 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2606.21841.

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

pith.paper-citation-record.v1
2606.21841 v3

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T10:40:05.777798Z

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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

2 of 2 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1c891d62-4b95-4ffc-af7c-67d7f7aa767f · outbound

This paper cites MetaOpenFOAM: an LLM-based multi-agent framework for CFD.

False Summit and Silent Drift: A Failure Taxonomy and Efficiency Analysis of LLM-Assisted Multiphysics Simulation in an Open-Source Framework MetaOpenFOAM: an LLM-based multi-agent framework for CFD

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T10:40:05.735279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T10:40:05.735279Z digest=sha256:632f412b212a07f5244b041ac851ec2cd53e9e55f13f38d06bfd5153fc7f2e2d

Observation 9032b70e-252d-4a28-9477-474b27eddb7f · outbound

This paper cites & Yang, Y.

False Summit and Silent Drift: A Failure Taxonomy and Efficiency Analysis of LLM-Assisted Multiphysics Simulation in an Open-Source Framework & Yang, Y

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T10:40:05.777798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T10:40:05.777798Z digest=sha256:c36446e388c3dbdd535577c4fadce2c893eeacd35f8f7210577ea4f222eb4b18

Pith citing papers

No inbound Pith citation observations are available.