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Paper Citation Record · LEDGER

Can LLMs Generate Diverse Molecules? Towards Alignment with Structural Diversity

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2410.03138.

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

pith.paper-citation-record.v1
2410.03138 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 2026-08-20T06:33:59.587034+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:00:22.865581Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T23:33:50.964527Z

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 ef8926fc-fde0-43ec-9176-999e272eb16d · inbound

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry cites this paper.

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry Can LLMs Generate Diverse Molecules? Towards Alignment with Structural Diversity

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T16:00:22.865581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T16:00:22.865581Z digest=sha256:b74135f1152d5ad814b404bd55ef9c604ca3264156ec4e62bd7ce921970afe67

Observation 99837bd7-48e7-47f4-8782-b35f5716ea52 · inbound

A Survey of Large Language Models for Text-Guided Molecular Discovery: from Molecule Generation to Optimization cites this paper.

A Survey of Large Language Models for Text-Guided Molecular Discovery: from Molecule Generation to Optimization Can LLMs Generate Diverse Molecules? Towards Alignment with Structural Diversity

Reference 1968

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:19.714746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:19.714746Z digest=sha256:9d9dbd0e7d1450ac332555fe9a0a0c3d24f30d81a94fc0d2387f2883a39217e2

Observation ec06a346-ba7b-448f-8e35-41612fa27be9 · inbound

Pushing Biomolecular Utility-Diversity Frontiers with Supergroup Relative Policy Optimization cites this paper.

Pushing Biomolecular Utility-Diversity Frontiers with Supergroup Relative Policy Optimization Can LLMs Generate Diverse Molecules? Towards Alignment with Structural Diversity

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:26:23.595243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-12T01:11:15.866440Z digest=sha256:1c879c3a3cb697c598499af218bf8d9dc55af8ae8ad052c46d45993b229223a2

Observation 1f21ac06-6780-4ee0-a3b8-afba58b4028b · inbound

Pushing Biomolecular Utility-Diversity Frontiers with Supergroup Relative Policy Optimization cites this paper.

Pushing Biomolecular Utility-Diversity Frontiers with Supergroup Relative Policy Optimization Can LLMs Generate Diverse Molecules? Towards Alignment with Structural Diversity

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-20T23:33:50.967607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-20T23:30:36.222968Z digest=sha256:7dbcca6ae484f0f5edae55ce7192429a2603eaf02c70cb49f0c8fc4c1355717c