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Paper Citation Record · LEDGER

Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2409.14572.

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

pith.paper-citation-record.v1
2409.14572 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 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:37:31.082625Z

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

3
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 88e1ddc9-39df-4998-85a0-00aced3a962a · inbound

Seeing Beyond Words: MatVQA for Challenging Visual-Scientific Reasoning in Materials Science cites this paper.

Seeing Beyond Words: MatVQA for Challenging Visual-Scientific Reasoning in Materials Science Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T14:37:31.082625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:37:31.082625Z digest=sha256:b653917ee47f623642766ebd8a55a65bc902d7127b0375c7a155970a26edea05

Observation 3e05d962-abcf-4f19-8425-f42ec50d2212 · inbound

URSA: The Universal Research and Scientific Agent cites this paper.

URSA: The Universal Research and Scientific Agent Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-19T07:22:09.404368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-19T07:17:43.033909Z digest=sha256:e00385e385f56a2923f5b6023017f19d015fac850cb6f20b08506a32860f5a6f

Observation b97c8d68-0e86-40d3-ae96-8d729f748927 · inbound

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines cites this paper.

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-06-27T17:31:07.418673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-27T17:22:30.784806Z digest=sha256:6a556fee31ce16e271e519acd735f3a60cbb027c00d5d126309850aa638d0ad4

Observation fef9373f-781e-4f11-990b-e031991706e1 · inbound

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines cites this paper.

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-02T12:03:26.840730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T12:03:26.840730Z digest=sha256:f41700631736329b8c3e346141700cfd2907e0821e9febde5f0f3c8cee93b0a2