Pith. sign in

Paper Citation Record · LEDGER

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

As of 18 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:04.292011Z digest=sha256:3e448d3093391bd4ad755bb2358c51eebec60b9123db993ba4213444150e585c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:04.543750Z digest=sha256:81e6ae776cde4caa89c3fa78b9024ba2adbe05b4b15abd6cbe395f478b1b8702

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:bcfac3926d0d142297817fa9269f4c8578fc6332c2aa836b75acae0ecb9e833e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:04.788657Z digest=sha256:01ad7ca497c75f4455465d10a03d4ef699a885b9204a0a2a56352605dd7a2e3f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:04.357362Z digest=sha256:7c01dfa5e3c14415ab6a9a45ecd64de348056e1dcc3ffbb6a645eedcdb3a4fef

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:04.424008Z digest=sha256:45c46e73cccb4f71e693da79f4c256206a0c429f2c4134da6a95fda776ed3aa0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.057166Z digest=sha256:1e234f4f94abd53c07d202676f54509c6e37207b20bdb33a03b9e78f41c34c08

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:04.694046Z digest=sha256:c9bfbe070e61a4dbc814494f4057232f3587348575e77e00ac126928c71bb002

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.242171Z digest=sha256:7274f559c4891356756756472f8f063f41aa4c29e40d04a6fc52cd3f322ef0ff

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:04.899384Z digest=sha256:6fe41955d2ee05fb941ee35fd514e097a135a07739b353f90ec57ddf3d0c40a2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:04.987870Z digest=sha256:47f5adc8d7276aecba435ebb8d9010f7ef43a64aa68e13ab107a21a6e4728467

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.456676Z digest=sha256:ccca1934b02de95aec7042c90f356e4386167228d418e793393879050a90c43c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.154571Z digest=sha256:9386cf2fa9ac078a836d44471893f6cb978e8ebee88c67967d30ae85e60726e8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.587743Z digest=sha256:ced02606d0539bfbcb740b076b4c3e680c94e89fad3ed1f2e4608825fb5b7983

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.331678Z digest=sha256:727c60b862c0cdc3df7fedc43436a400812c9bb14655055063ed5a32fba9522a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.397634Z digest=sha256:f5a9e619c28761460ac53da247d261f314163c766493c5f01835d0d67e934195

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.870679Z digest=sha256:f36e10853b4bd37283a3ec2a66ea7e6f59c40ff369a84ed8c0fcfb273a4863ee

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.510051Z digest=sha256:e58b14e7882470055811dae7cbae968d18328f3066f7cdbccf7081817739c37a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.992677Z digest=sha256:886d7d721f565cbe58c98960e2d90c32f1187b0cdb9f75ee674e8ea39eb1a06f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.695397Z digest=sha256:4dee94a9189fd624eb77372f2385db270e62c8712bd52084e19c28ff682d7fdb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.781634Z digest=sha256:43a31b4bf05f7013d1b24d29e399f7e6d9ab604474a2e4ac4492f02d0e7877bc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:06.171168Z digest=sha256:16bf7e73d6ee85168b83b54368aefcec20a55e91e336f6cb1de82b043fbe7acc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:05.931425Z digest=sha256:bcffd184cffb14a096aeecf4eea5a7d2ebb8956b036ca93966276a32f233d481

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:06.050754Z digest=sha256:bc58c3f428abf6744e80d664e3883d1aaaacc50b87a35d72bde9ffebff1c5b29

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:06.102143Z digest=sha256:f36d3ec2ad59bdb7e5daa72b4ce877e54d7e56f56d2b77b9975f2f6c6badd704

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:06.246765Z digest=sha256:c8688d13252e5ba3848107487169ce0208ea8ffac9b921f4df141890c1518c89

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T13:51:06.333063Z digest=sha256:1ff46878dabd99f4f1e57f3fe7196f9f114d240480ae726a7af644f368a8b025

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:d093addf1273294cf90fab00e21b755ad8f698ff64a25704761764e979432d96

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-16T06:48:44.713745Z digest=sha256:5811b2fe407bc559cdc924c763550f2fbd0abc4935abc3018217045bc2953f0d