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Paper Citation Record · LEDGER

Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.02810.

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

pith.paper-citation-record.v1
2502.02810 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 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:17:59.635636Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T08:06:57.898736Z

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 5fcf52b0-d627-4348-bebd-306e19538e00 · inbound

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? cites this paper.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-07T04:17:59.635636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:17:59.635636Z digest=sha256:8476f507d5bec8cb17664b794c268107f97e843df74e27d0533ffa4cd0733772

Observation 973bc306-b6ad-4a4e-b6b8-d98842ed0c2d · inbound

MolDA: Molecular Understanding and Generation via Large Language Diffusion Model cites this paper.

MolDA: Molecular Understanding and Generation via Large Language Diffusion Model Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-10T21:55:49.497887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T20:30:30.280344Z digest=sha256:285b3e67245aea4da21959708156b8d37e727d0c6d2c76359dc132faeced404c

Observation 4c4f66e8-8750-4e56-a876-3b4e683fa072 · inbound

DrugGen 2: A disease-aware language model for enhancing drug discovery cites this paper.

DrugGen 2: A disease-aware language model for enhancing drug discovery Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T08:06:57.900146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-10T07:58:43.021527Z digest=sha256:701fdd579e58e5a361757ad3bf43a42d95feedf3ed2a24c8f15c9de74b024269