Paper Citation Record · LEDGER

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs

As of 10 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2510.01724.

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

pith.paper-citation-record.v1
2510.01724 v2

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T12:52:54.883042Z

measured 23 of 23 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:27:34.434571Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:27:41.359765Z

Reference resolution

22 of 22 outbound references displayed

verified exact2
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ca3c3a76-7761-422e-af4f-6a42c3fa5e34 · outbound

This paper cites & Huan, T.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs & Huan, T

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:53.030367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8e3dd04-434b-4f42-b7c7-e006822ccaf9 · outbound

This paper cites an unresolved cited work.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:53.083541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cdcf39c-6e31-4cbe-9392-5b735255302e · outbound

This paper cites an unresolved cited work.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:53.220406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d45627fb-5216-45e0-a1c2-4ab8bac7a4db · outbound

This paper cites an unresolved cited work.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:53.377954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10f167d4-0aa4-416e-95e7-4d7352a07fc7 · outbound

This paper cites an unresolved cited work.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:53.486176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fdd78b3-2896-4a94-81c5-9f72879a29e5 · outbound

This paper cites an unresolved cited work.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:53.589472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 867b399d-3536-4b0e-b566-0dee752a9afd · outbound

This paper cites an unresolved cited work.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:53.687188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1830e92-cb69-4331-a94b-09833fb6c79c · outbound

This paper cites an unresolved cited work.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:53.758106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc3c4c00-9b32-4e3d-9589-b194eb0ee855 · outbound

This paper cites & Both, A.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs & Both, A

Reference 11

Resolution: malformed identifier; no resolver link, observed 2026-08-04T12:52:53.849147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4c01d1b-f1a4-4c83-89e6-3ba693e2c53e · outbound

This paper cites Assessing SPARQL capabilities of Large Language Models.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Assessing SPARQL capabilities of Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:53.940248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3e7311d-0620-4831-943e-6ec395f6c496 · outbound

This paper cites LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:53.989895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f16abadb-75e1-4925-acba-8d6a781023df · outbound

This paper cites On the Potential of Artificial Intelligence Chatbots for Data Exploration of Federated Bioinformatics Knowledge Graphs.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs On the Potential of Artificial Intelligence Chatbots for Data Exploration of Federated Bioinformatics Knowledge Graphs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:54.036862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e28a5cf8-7977-4ce7-8f0d-cf3ef330085a · outbound

This paper cites an unresolved cited work.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:54.101490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d6c7745-8fab-4752-a5f3-9851559107b7 · outbound

This paper cites Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:54.153188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6953f909-f08b-4c10-b42b-fdba08673aca · outbound

This paper cites an unresolved cited work.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:54.195933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ecf342b-bf48-49c2-921a-bab3500eb3da · outbound

This paper cites an unresolved cited work.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:54.236577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45a9310e-ae22-4df1-9065-ae0e62b2b510 · outbound

This paper cites https://www.psidev.info/usi (2023).

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs https://www.psidev.info/usi (2023)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:54.369927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aba91180-6b3e-4881-85ac-0caa4bdca45d · outbound

This paper cites an unresolved cited work.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-04T12:53:25.283527Z

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 a29b47cb-dae2-49f1-8222-c328eafbe737 · outbound

This paper cites A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:54.610581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54bfc83a-9e86-41f4-8a02-76982d7c53aa · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:54.711249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 480dc876-a697-4280-8fdc-63915924723d · outbound

This paper cites A Framework for Federated SPARQL Query Processing over Heterogeneous Linked Data Fragments.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs A Framework for Federated SPARQL Query Processing over Heterogeneous Linked Data Fragments

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-04T12:53:25.035250Z

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 08834355-c27b-4ead-b679-8441dd5ccab9 · outbound

This paper cites SPARQL Agent.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs SPARQL Agent

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:54.883042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 50d6cdd2-d037-4c1b-b89b-edf1a9344880 · inbound

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction cites this paper.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:27:41.426153Z

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.