Paper Citation Record · LEDGER

GeLLMO: Generalizing Large Language Models for Multi-property Molecule Optimization

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2502.13398.

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

pith.paper-citation-record.v1
2502.13398 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:04:29.734963Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T17:14:57.122820Z

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 86eab77d-066b-46d9-b465-289db2d4dfc1 · inbound

MolEditRL: Structure-Preserving Molecular Editing via Discrete Diffusion and Reinforcement Learning cites this paper.

MolEditRL: Structure-Preserving Molecular Editing via Discrete Diffusion and Reinforcement Learning GeLLMO: Generalizing Large Language Models for Multi-property Molecule Optimization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:04:29.734963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cdcf14d-628f-4c00-a39d-d0d2a5b30295 · inbound

Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization cites this paper.

Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization GeLLMO: Generalizing Large Language Models for Multi-property Molecule Optimization

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T12:43:13.518071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d430480-74ad-4b80-a2eb-0858352525f5 · inbound

SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing cites this paper.

SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing GeLLMO: Generalizing Large Language Models for Multi-property Molecule Optimization

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:16:25.354303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd35618b-ef2f-4c56-983f-1882fa1f3ad3 · inbound

Molecular Lead Optimization via Agentic Tool Planning cites this paper.

Molecular Lead Optimization via Agentic Tool Planning GeLLMO: Generalizing Large Language Models for Multi-property Molecule Optimization

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T17:14:57.124558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 39081d19-f33f-49b9-8047-d576eac8ee6d · inbound

Rethinking Scientific Discovery in the Agentic Era cites this paper.

Rethinking Scientific Discovery in the Agentic Era GeLLMO: Generalizing Large Language Models for Multi-property Molecule Optimization

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-11T23:26:06.516204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f3f9eb5-4261-4b11-b138-ecd414cabb1b · inbound

HALO: Interactive Co-abductive Reasoning in Scientific Hypothesis Generation cites this paper.

HALO: Interactive Co-abductive Reasoning in Scientific Hypothesis Generation GeLLMO: Generalizing Large Language Models for Multi-property Molecule Optimization

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T15:05:20.966028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.