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Paper Citation Record · LEDGER

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

As of 15 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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:04.292011Z digest=sha256:9fc18a2e9f2325a0f08990ab4b92ac48119b6a9ca6b4c10a1a6719a0c3fb7f3f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:04.543750Z digest=sha256:2cb7aa62c5c21f7467f89f681e7d3d799a6dec54b98be3a7c7dde4b99e9e24c1

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.

source=pdf_text observed=2026-08-07T13:51:04.178691Z digest=sha256:c2dfdac357fc00b03274809e147748ff7659219032207ad3d261d53f4907aef6

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:04.788657Z digest=sha256:cef394e4a35b41726d77414a14137a9f8c0808b22e4ec49c88c439ff9b054ba6

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:04.357362Z digest=sha256:a29e85cc98f885422150afb233261dc8288cfe0cda8eae20b9afa27d6c7026ee

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:04.424008Z digest=sha256:0d9d136ba2b43831d3e06f8d2cb2197e7145c6e499cfae48c43b51efa4d8b043

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.057166Z digest=sha256:4a1a6496a6ae8c92cf1b573f6f2b1f533ff447544261683335513008ee59a976

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:04.694046Z digest=sha256:53e3aa0f9fcc5c224df4facc03fe2f13b90bd52329f1480bb046a299cffa5241

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.242171Z digest=sha256:d52f356a7bb26decea197a6768e6bb1437a7ba4ca33f6c74f206d3fd70c7a02f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:04.899384Z digest=sha256:5d7f428662a07f6627bd35167185bbfd2fc04c98568f28be447e75032dac974f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:04.987870Z digest=sha256:48c6eea6b7fa24bd60a857684d2440fe30313d145b32f30b8d5828f669df2b2b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.456676Z digest=sha256:fe0e4256f014d42366e639337faa63d13dc2930da7d45a9af9af062e9170c255

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.154571Z digest=sha256:0fbf5e6cde942ba72203a641215d6481e259122bbd699cd8807909dbc3b76793

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.587743Z digest=sha256:0b837683dd1c0b4e2112828108fed08adb103a52f52bb0b646f64c17de8bbd9c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.331678Z digest=sha256:7d224fd581cf05880838f1540808f90c5e09a8328f74ecc71c7171c5eaa4bfad

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.397634Z digest=sha256:fbc0a55f6bd10c4c73cfb493f511f9c3a09c55b77b9cc028631aefc6356bd20d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.870679Z digest=sha256:9dfe7fc502b084ad925c24aac4197f8b94b052341b75e642efc84a4d901bfd31

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.510051Z digest=sha256:41e2604bc8022e37c9b7ba22063f14fbf5ba98d5502267740c4157426b1b35ea

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.992677Z digest=sha256:3912a4136fba61d71b0f9546fd472f2a1a27bace8c397645f4d72677cafed6e2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.695397Z digest=sha256:26f9f4c74e586cdd5d9054759c705981fcddc4d3d8ec9197e4d412d8970e09e9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.781634Z digest=sha256:ade6c57bc93a60db81a988b0f8e185b40f5a42b5c9c957df8013a39efee704ae

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:06.171168Z digest=sha256:e657ae0e5e750f22b496d3e3a3a92cfb70205c2fe0f00cf36b28e1262e1370c2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:05.931425Z digest=sha256:6331862e73cbecda2644b6db56f3531040dca198c9f32b75de3c5401e60e7160

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:06.050754Z digest=sha256:815ece65afebab0af4cee79fbcaa95867b206eeee408022396251fa5daf67401

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:06.102143Z digest=sha256:d21143cd389466a4cf42bffb3f8d26b237ea8f0991b03511cb01abe66959841e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:06.246765Z digest=sha256:13614e8b506e9d6088fb221b9487d3b95ae75840c9779e8299edbbcee4f9b0fa

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:51:06.333063Z digest=sha256:689b51f4ad829374b7d8312e18f7c68bf926b922c9e27f4e0c27bb8e5a2597d3

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.

source=pdf_text observed=2026-08-07T13:51:04.109736Z digest=sha256:5334290001dceea51240b6f61e5c77312b99eeb7e3603ab5471de0b8c9af1d54

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.

source=pdf_text observed=2026-08-07T13:51:03.981120Z digest=sha256:97b2bd0c5d27f029c8d3c4bd3b35762e7eef42dd364cfb7129f6fac07f7b5030

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.

source=pdf_text observed=2026-08-06T22:13:17.729053Z digest=sha256:0577232c0a9e1389b7a2dd9d155085b2374573013993e01065fb42aba19d40e6

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-16T06:48:44.713745Z digest=sha256:b5a4de47c5fb8fd24abaa8b1b7381c3b9838291d67bfd03f0dbe12eb8d89340f