Paper Citation Record · LEDGER

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization

As of 9 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 2 inbound Pith citation observations for arXiv:2505.20820.

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

pith.paper-citation-record.v1
2505.20820 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:51:06.333063Z

measured 31 of 31 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:13:17.729053Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T06:50:42.408947Z

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy5
unresolved23
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3455d0e2-8db1-4878-ae86-445ea1edfdaf · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 1

Resolution: parse uncertain; raw_fallback, observed 2026-08-07T13:51:11.645156Z

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 a308ef14-9112-43ae-88ea-037b5a659294 · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:10.888256Z

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 e2746b39-9e18-475b-8be5-886a93349e1b · outbound

This paper cites DeepSeek-V3 Technical Report.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization DeepSeek-V3 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:04.178691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9397e429-4c1e-46ac-baa1-3d4229b69bb9 · outbound

This paper cites Avoid forbidden substructures and stay below similarity cap.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Avoid forbidden substructures and stay below similarity cap

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:10.142382Z

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 65a4b209-b2ed-4e13-aa32-54bb868601e8 · outbound

This paper cites ‘json {{.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization ‘json {{

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:11.433033Z

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 4ffba1d5-75db-4056-83e7-ae74c51d47a2 · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:11.150245Z

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 1383a6f9-0bbb-42d0-a1bf-8120f6c9e481 · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:09.292757Z

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 9498ddfd-5b40-476e-b863-f34afaa144a9 · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:10.551633Z

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 dd771d65-ac94-4bae-8e98-3b6952da76e3 · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:08.957906Z

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 8ae058e6-ae93-4fb4-816d-0d6702f5dcbb · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:09.779878Z

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 10742dc5-f36d-4429-96a3-8f3a75332b88 · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:09.519838Z

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 332a4050-2544-44d4-9ee9-9767207b0a1c · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:08.346606Z

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 b9cd4ae4-344f-4333-9d74-d8144c05d829 · outbound

This paper cites Must match the molecular formula exactly.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Must match the molecular formula exactly

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:09.144643Z

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 6ac35ef9-6c9f-4213-9257-cc1aa6a1ed8d · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:08.067601Z

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 4f15657a-7f17-44dd-8aa0-8bbf2f1d074c · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:08.779145Z

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 772a8eb1-1087-42ac-b537-35c94f60a111 · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:08.526987Z

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 e7c484e3-636c-4dfd-a1ab-ce30c2949e30 · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:07.592952Z

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 043779f4-ed0d-46c7-ab99-c98eae66c337 · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:08.140991Z

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 2357118c-9202-4edc-872d-64eb80db62fc · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:07.311357Z

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 6da769e3-0e3b-44c7-9832-eeb160794f7b · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:07.897444Z

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 b955a431-02ea-4972-b944-79c1fcd6cbc0 · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:07.731398Z

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 c7290aee-c577-40ff-b60a-80d0318cbf32 · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:06.853513Z

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 f24791d3-b9e8-47dc-b822-d631a5de5d9e · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:07.448512Z

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 63686948-7d74-4559-ad73-183f3ea14a1d · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:07.122142Z

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 38be9a2a-6cb3-40a8-889f-2a5a51c6d6e9 · outbound

This paper cites an unresolved cited work.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:06.984700Z

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 a7e544cf-1b1e-4475-b53d-3a93fe1f3f55 · outbound

This paper cites 26 D PMO-1K experiment result We provide the full PMO-1K experiment result in Table 10.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization 26 D PMO-1K experiment result We provide the full PMO-1K experiment result in Table 10

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:06.690746Z

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 cef34f1d-3039-4a55-ace9-f0efc3d97705 · outbound

This paper cites Also, RDKit tools are used to an- alyze the chemical properties of the given molecule which is used in our study.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Also, RDKit tools are used to an- alyze the chemical properties of the given molecule which is used in our study

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:06.536398Z

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 5b77f24e-e19f-41a3-95bc-9322840af707 · outbound

This paper cites Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:04.109736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab8aaad-78f4-4b19-8c68-250b46c44dee · outbound

This paper cites Evaluating Large Language Models Trained on Code.

MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Evaluating Large Language Models Trained on Code

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:03.981120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c8274247-d73a-4e94-9870-01d5fc9774c5 · inbound

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

Exploring Modularity of Agentic Systems for Drug Discovery MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:13:17.729053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8699094c-1e2a-4c91-a0d7-6b50ce5b6b47 · inbound

El Agente Quntur: A research collaborator agent for quantum chemistry cites this paper.

El Agente Quntur: A research collaborator agent for quantum chemistry MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:50:42.410744Z

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.