Paper Citation Record · LEDGER

PharmAgents: Building a Virtual Pharma with Large Language Model Agents

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2503.22164.

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

pith.paper-citation-record.v1
2503.22164 v2

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 2026-08-09T06:31:02.800959+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:52:01.610780Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T12:53:26.828893Z

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 fad6825c-2108-457b-8cac-62cb5f88c43b · inbound

MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems cites this paper.

MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems PharmAgents: Building a Virtual Pharma with Large Language Model Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:52:01.610780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c27e9df0-ed2e-4566-bf77-7a6f3a8632a8 · inbound

Exploring Modularity of Agentic Systems for Drug Discovery cites this paper.

Exploring Modularity of Agentic Systems for Drug Discovery PharmAgents: Building a Virtual Pharma with Large Language Model Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:13:16.870891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deddcd2c-6702-4ba9-a9d8-a4c0a258cc43 · inbound

An Auditable Agent Platform For Automated Molecular Optimisation cites this paper.

An Auditable Agent Platform For Automated Molecular Optimisation PharmAgents: Building a Virtual Pharma with Large Language Model Agents

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:29.406441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5845672-5308-4321-b161-8e0d3360ff11 · inbound

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

Beyond SMILES: Evaluating Agentic Systems for Drug Discovery PharmAgents: Building a Virtual Pharma with Large Language Model Agents

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T02:57:46.556946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d48e0bf3-72d1-456e-bebb-555e9cd06298 · inbound

Camyla: Scaling Autonomous Research in Medical Image Segmentation cites this paper.

Camyla: Scaling Autonomous Research in Medical Image Segmentation PharmAgents: Building a Virtual Pharma with Large Language Model Agents

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:31:01.605190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 176e44c6-6261-4337-9720-5b88bc3e9fb9 · inbound

Mol-Debate: Multi-Agent Debate Improves Structural Reasoning in Molecular Design cites this paper.

Mol-Debate: Multi-Agent Debate Improves Structural Reasoning in Molecular Design PharmAgents: Building a Virtual Pharma with Large Language Model Agents

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T00:49:48.998471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 16c06d1d-3545-42d3-9aed-03c19967b3fe · inbound

MolLingo: Molecule-Native Representations for LLM-Powered Scientific Agents cites this paper.

MolLingo: Molecule-Native Representations for LLM-Powered Scientific Agents PharmAgents: Building a Virtual Pharma with Large Language Model Agents

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:53:26.830409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 96085c57-fd1c-436a-82c1-34ac83343fb8 · inbound

Agents in the Wild: Where Research Meets Deployment cites this paper.

Agents in the Wild: Where Research Meets Deployment PharmAgents: Building a Virtual Pharma with Large Language Model Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T12:44:32.013187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36150356-105e-417f-a995-c1e1c2bb6432 · inbound

Evaluating Agentic Bioinformatics through Function, Evidence, and Validation cites this paper.

Evaluating Agentic Bioinformatics through Function, Evidence, and Validation PharmAgents: Building a Virtual Pharma with Large Language Model Agents

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T05:48:19.765678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.