Paper Citation Record · LEDGER

BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2310.10632.

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

pith.paper-citation-record.v1
2310.10632 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 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 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:17:20.081678Z

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 81e3403e-5302-4661-9fd4-6547afe5e913 · inbound

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods cites this paper.

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology

Reference 172

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:11:13.362333Z

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 a06487cd-6a2b-45d2-bdf2-deced9b7cde7 · inbound

Contemporary AI foundation models increase biological weapons risk cites this paper.

Contemporary AI foundation models increase biological weapons risk BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:20.081678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ff2e744-93d8-4b21-bc71-b1a89a28ef73 · inbound

BioMARS: A Multi-Agent Robotic System for Autonomous Biological Experiments cites this paper.

BioMARS: A Multi-Agent Robotic System for Autonomous Biological Experiments BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:53:58.925769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 598f9db6-74aa-400f-b032-1d23b7428f5e · inbound

Beyond SMILES: Evaluating Agentic Systems for Drug Discovery cites this paper.

Beyond SMILES: Evaluating Agentic Systems for Drug Discovery BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T02:57:46.865197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7906c626-a28b-4e57-a76c-58caedbfc264 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology

Reference 141

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:33:12.547324Z

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 bd518c33-e6d4-4018-b7e5-80577188dd07 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology

Reference 141

Resolution: unresolved; no resolver link, observed 2026-08-02T13:43:40.985559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffa57e35-2ca1-4cde-aee1-8ee33d4194a6 · inbound

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines cites this paper.

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology

Reference 106

Resolution: verified exact; arxiv_id, observed 2026-06-27T17:31:07.272015Z

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 e348ca15-fa52-49b8-8497-24c2a75cd55d · inbound

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines cites this paper.

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-02T12:03:34.998253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e88236e-641d-41ff-8143-763e04e6cff9 · inbound

AEGIS: Assay-Aware Protocol Validation and Runtime Monitoring for Open-Source Liquid Handling Robots cites this paper.

AEGIS: Assay-Aware Protocol Validation and Runtime Monitoring for Open-Source Liquid Handling Robots BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T22:51:46.775894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.