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Paper Citation Record · LEDGER

A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2209.05481.

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

pith.paper-citation-record.v1
2209.05481 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 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 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:23:33.748246Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:19:44.776404Z

Reference resolution

0 of 0 outbound references displayed

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  • verified fuzzy0
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  • malformed identifier0
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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 f05048a5-02e7-4af0-a3bc-6a6923262d7b · inbound

MolReFlect: Towards In-Context Fine-grained Alignments between Molecules and Texts cites this paper.

MolReFlect: Towards In-Context Fine-grained Alignments between Molecules and Texts A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-23T16:45:42.494362Z

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.

source=arxiv_source observed=2026-05-23T16:45:16.544663Z digest=sha256:bb7b214914f498aead6ddb489e3cf3dd4a7728eda140f81816934a762d499998

Observation 9b5c85dd-a735-4fef-9c5b-619991c1b6d4 · inbound

Speak-to-Structure: Evaluating LLMs in Open-domain Natural Language-Driven Molecule Generation cites this paper.

Speak-to-Structure: Evaluating LLMs in Open-domain Natural Language-Driven Molecule Generation A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-25T08:15:33.954838Z

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.

source=arxiv_source observed=2026-05-25T08:12:15.133695Z digest=sha256:d7643cd4e6529f30e4b56bf4e791e7eac2307e32b600a68fa74f93f4b5aa6605

Observation 7e3d7cca-3306-4a43-93b0-0e53452423aa · inbound

OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific Discovery cites this paper.

OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific Discovery A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T14:23:33.748246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:23:33.748246Z digest=sha256:2a0aca4334aa6ad0f2b3fd9075cf52bd80c497fa23994943bcc7b46f92f017c6

Observation 6b373605-ad78-42a9-bb9c-e7013483407d · inbound

Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization cites this paper.

Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-09T11:06:14.310284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T11:06:14.310284Z digest=sha256:b7acf25c8c88cee4aa56585daf653cf6f5e9bdd6dfe0b1517eefcb38791da516

Observation 974b11c8-24e4-47e0-ba56-9daf19d8edce · inbound

Large Language Models Transform Organic Synthesis From Reaction Prediction to Automation cites this paper.

Large Language Models Transform Organic Synthesis From Reaction Prediction to Automation A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-05T23:24:23.822894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:24:23.822894Z digest=sha256:6ad50c002699452fe191893bef067c46540cd2ab18fbc7190e5087e14aac5267

Observation 9f6b919e-9ed8-479f-9f88-04fd2ad71a01 · inbound

CROP: Integrating Topological and Spatial Structures via Cross-View Prefixes for Molecular LLMs cites this paper.

CROP: Integrating Topological and Spatial Structures via Cross-View Prefixes for Molecular LLMs A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T22:32:41.231935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:32:41.231935Z digest=sha256:9606caf45895327c4dd0662004d40d5a2546edaa4bab8663d3ca0f0868b0ee5d

Observation f9780606-b98d-4b55-a89e-6f8357c79739 · inbound

HSA-Net: Hierarchical and Structure-Aware Framework for Efficient and Scalable Molecular Language Modeling cites this paper.

HSA-Net: Hierarchical and Structure-Aware Framework for Efficient and Scalable Molecular Language Modeling A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T22:12:24.674752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T22:12:24.674752Z digest=sha256:e496940d56e75259f262ce888738b3b3e98835928d36933a6989488f3866539d

Observation 43d3f8ce-6dc6-4dde-8004-7b9b5b98c75e · inbound

BadGraph: A Backdoor Attack Against Latent Diffusion Model for Text-Guided Graph Generation cites this paper.

BadGraph: A Backdoor Attack Against Latent Diffusion Model for Text-Guided Graph Generation A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-18T04:25:52.127976Z

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.

source=pdf_text observed=2026-05-18T04:23:32.712265Z digest=sha256:e9d677a0ca69ca3c1b756ffa128b51572f875f7891322c5f75bc95bb1795cfe4

Observation aa05e6db-897f-4d9e-9558-e3e7a38677ea · inbound

A Large-Scale Dataset for Molecular Structure-Language Description via a Rule-Regularized Method cites this paper.

A Large-Scale Dataset for Molecular Structure-Language Description via a Rule-Regularized Method A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 2013

Resolution
unresolved
no resolver link, observed 2026-08-03T05:24:59.812793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:24:59.812793Z digest=sha256:ea0a9b81e8b57886304bf9939229acf300e9342e16196da1fac6912472b2c932

Observation 9133c4dd-4ebc-4b89-a1c4-74ee57a67078 · inbound

MultiPUFFIN: A Multimodal Domain-Constrained Foundation Model for Molecular Property Prediction of Small Molecules cites this paper.

MultiPUFFIN: A Multimodal Domain-Constrained Foundation Model for Molecular Property Prediction of Small Molecules A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T19:54:21.990260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:54:21.990260Z digest=sha256:9240cffc9f87df8e16c5456b9ed28f5c479a2b97cc97d7cf1d129142d15fb4f6

Observation d1784d0d-97b1-4129-840f-de9ed6852100 · inbound

Bolek: A Multimodal Language Model for Molecular Reasoning cites this paper.

Bolek: A Multimodal Language Model for Molecular Reasoning A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:36:10.038397Z

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.

source=pdf_text observed=2026-05-09T15:43:50.975370Z digest=sha256:8a3dea259f05202292c1e07540451008b65b3f17c6e92fb1e14885abcd336869

Observation 8d9c3533-1a81-4651-92d5-7982c037baf4 · inbound

MoleCode unlocks structural intelligence in large language models cites this paper.

MoleCode unlocks structural intelligence in large language models A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-19T21:42:48.266997Z

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.

source=pdf_text observed=2026-05-19T21:38:45.245547Z digest=sha256:cbabbebd46c24355146a6e550b77decdfbbb9d87849ee2283c0fd757bf9ca0d8

Observation cd682bd8-4296-4ea4-a24f-4795016b937f · inbound

MolE-RAG: Molecular Structure-Enhanced Retrieval-Augmented Generation for Chemistry cites this paper.

MolE-RAG: Molecular Structure-Enhanced Retrieval-Augmented Generation for Chemistry A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 50

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T11:26:54.897518Z

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.

source=arxiv_source observed=2026-06-28T03:35:10.769920Z digest=sha256:25db9d876b8b1654e952094b844a3e504acbe6d3226f5a841258d2a817157991

Observation 62b80237-b75b-4b9c-8de5-5245be7b7390 · inbound

Morphology-Aware Multimodal Representation Learning for Insect Phylogenetic Reconstruction cites this paper.

Morphology-Aware Multimodal Representation Learning for Insect Phylogenetic Reconstruction A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-04T07:49:39.710996Z

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.

source=pdf_text observed=2026-06-26T12:35:54.766973Z digest=sha256:775f83a7906d2d97b4c4e6beb119e95318e0ac671ea44659db0aedb596f1981e

Observation 2fbc6994-5824-4b10-a221-6cf6d892cc8b · inbound

BioMatrix: Towards a Comprehensive Biological Foundation Model Spanning the Modality Matrix of Sequences, Structures, and Language cites this paper.

BioMatrix: Towards a Comprehensive Biological Foundation Model Spanning the Modality Matrix of Sequences, Structures, and Language A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 113

Resolution
verified exact
arxiv_id, observed 2026-07-04T08:19:44.777958Z

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.

source=pdf_text observed=2026-06-26T11:46:33.957076Z digest=sha256:ed1377600da57269e6b076d50dd3610ccc74b28912a3816de3a240a4da2cd089

Observation f84ed4c2-3265-42c4-90fc-691355059b7b · inbound

Hypothesis-and-Refinement Learning of Organic Structures from Multimodal Spectroscopic Data cites this paper.

Hypothesis-and-Refinement Learning of Organic Structures from Multimodal Spectroscopic Data A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-01T11:44:10.757333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T11:44:10.757333Z digest=sha256:7aa78f17eafd96538bee554e09005f27f7f6ee7d8f923ef875cb0696205a57b6