Paper Citation Record · LEDGER

Technical Implementation of Tippy: Multi-Agent Architecture and System Design for Drug Discovery Laboratory Automation

As of 8 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 1 inbound Pith citation observation for arXiv:2507.17852.

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

pith.paper-citation-record.v1
2507.17852 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:11:29.416335Z

measured 9 of 9 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T20:02:33.346701Z

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

8 of 8 outbound references displayed

verified exact2
verified fuzzy3
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 94962245-e8cb-40ac-9c41-6016700041c9 · outbound

This paper cites Accelerating Drug Discovery Through Agentic AI: A Multi-Agent Approach to Laboratory Automation in the DMTA Cycle.

Technical Implementation of Tippy: Multi-Agent Architecture and System Design for Drug Discovery Laboratory Automation Accelerating Drug Discovery Through Agentic AI: A Multi-Agent Approach to Laboratory Automation in the DMTA Cycle

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T16:11:28.623850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a8b9be8-be1d-4353-84cd-51d7ba806542 · outbound

This paper cites Introducing the model context protocol.

Technical Implementation of Tippy: Multi-Agent Architecture and System Design for Drug Discovery Laboratory Automation Introducing the model context protocol

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:11:30.736825Z

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 25e42373-d5de-4e78-89fc-ec29c40cc7e6 · outbound

This paper cites Hypothesis driven drug design: improving quality and effectiveness of the design-make-test-analyse cycle.

Technical Implementation of Tippy: Multi-Agent Architecture and System Design for Drug Discovery Laboratory Automation Hypothesis driven drug design: improving quality and effectiveness of the design-make-test-analyse cycle

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:11:30.466875Z

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 3fbee07d-e9d3-446b-9ebb-0ace8d4b808b · outbound

This paper cites Improving Small Molecule Generation using Mutual Information Machine.

Technical Implementation of Tippy: Multi-Agent Architecture and System Design for Drug Discovery Laboratory Automation Improving Small Molecule Generation using Mutual Information Machine

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T16:11:28.936077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc02277-b51e-4e01-ac79-1ba045ce6702 · outbound

This paper cites Accelerating drug discovery with Artificial: a whole-lab orchestration and scheduling system for self-driving labs.

Technical Implementation of Tippy: Multi-Agent Architecture and System Design for Drug Discovery Laboratory Automation Accelerating drug discovery with Artificial: a whole-lab orchestration and scheduling system for self-driving labs

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:11:29.928164Z

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 686fefd1-f1a1-4150-aeb9-da6a956a7488 · outbound

This paper cites Uncovering Bottlenecks and Optimizing Scientific Lab Workflows with Cycle Time Reduction Agents.

Technical Implementation of Tippy: Multi-Agent Architecture and System Design for Drug Discovery Laboratory Automation Uncovering Bottlenecks and Optimizing Scientific Lab Workflows with Cycle Time Reduction Agents

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:11:29.704199Z

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 059c4dc7-c71e-47e6-9d6b-5e6c3285bef2 · outbound

This paper cites Orchestrating Agents and Data for Enterprise: A Blueprint Architecture for Compound AI.

Technical Implementation of Tippy: Multi-Agent Architecture and System Design for Drug Discovery Laboratory Automation Orchestrating Agents and Data for Enterprise: A Blueprint Architecture for Compound AI

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T16:11:29.283566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c42addf4-7ec2-4476-a1d8-ce1418d53f0c · outbound

This paper cites Horizontal pod autoscaling in kubernetes for elastic container orchestration.

Technical Implementation of Tippy: Multi-Agent Architecture and System Design for Drug Discovery Laboratory Automation Horizontal pod autoscaling in kubernetes for elastic container orchestration

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:11:30.186396Z

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.

Pith citing papers

Observation 84dbe630-ffdd-4aa0-a758-41c9e732b873 · inbound

FLARE: Agentic Coverage-Guided Fuzzing for LLM-Based Multi-Agent Systems cites this paper.

FLARE: Agentic Coverage-Guided Fuzzing for LLM-Based Multi-Agent Systems Technical Implementation of Tippy: Multi-Agent Architecture and System Design for Drug Discovery Laboratory Automation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-10T20:05:45.709649Z

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.