Paper Citation Record · LEDGER

Probing the limitations of multimodal language models for chemistry and materials research

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2411.16955.

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

pith.paper-citation-record.v1
2411.16955 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 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:48:06.799864Z

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

6
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 302e2741-5ee6-481b-9cb5-6beb1e6419bf · inbound

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning cites this paper.

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Probing the limitations of multimodal language models for chemistry and materials research

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:32:33.068697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 397e2cf2-7335-40bd-ba9b-1b6660c69249 · inbound

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications cites this paper.

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications Probing the limitations of multimodal language models for chemistry and materials research

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:06.799864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c109d244-394c-4db5-9aac-bd41425d48bc · inbound

PiERN: Token-Level Routing for Integrating High-Precision Computation and Reasoning cites this paper.

PiERN: Token-Level Routing for Integrating High-Precision Computation and Reasoning Probing the limitations of multimodal language models for chemistry and materials research

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T16:06:34.939067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ac933b94-ad7e-42c3-80ac-a5ea761f581e · inbound

Matter to Mechanism: A Benchmark for AI Co-Scientists in Materials and Battery Research cites this paper.

Matter to Mechanism: A Benchmark for AI Co-Scientists in Materials and Battery Research Probing the limitations of multimodal language models for chemistry and materials research

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-06-28T12:12:07.839558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.