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Paper Citation Record · LEDGER

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks?

As of 19 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2605.21740.

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

pith.paper-citation-record.v1
2605.21740 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T16:58:02.926100Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:37:17.026142Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T17:37:17.473969Z

Reference resolution

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved5
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 60f77f2e-0e96-4d87-84dd-b480e6f7c480 · outbound

This paper cites recovered.

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? recovered

Reference 1

Resolution
malformed identifier
raw_fallback, observed 2026-07-08T11:34:51.691449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:a495ad31297351746855439e89f937104f0fdfcb30ca473f9f9e46852e3e71c9

Observation b895c3c8-c906-4dc4-a00b-b5c3c78179ea · outbound

This paper cites an unresolved cited work.

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-07-08T11:34:51.693440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:914a4ec7e111b73105df8a7f7f042a3539a7b5d6ca3aa69993cd1b6cb1796c7f

Observation 948d2523-aa3b-48b0-80e8-31d8c5916fca · outbound

This paper cites an unresolved cited work.

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-07-08T11:34:51.695202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:bfc17b593c53df692e076589d1add484d9e9eb4de4500e6ba4f7bda18341687c

Observation d3a317f4-1c94-4f09-ba89-34e2942ff13e · outbound

This paper cites Hydrophobic.

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? Hydrophobic

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T11:34:51.689264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:830025ceb2bd2713f22faf70c172f4ab7a322d2c670f2882c95b5c7251efee16

Observation 6dc935f6-e386-4331-9e7e-bfb1b510b4f6 · outbound

This paper cites Then, I'll project a vector from this midpoint towards the center of the pocket.

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? Then, I'll project a vector from this midpoint towards the center of the pocket

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T11:34:51.687473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:bce1be38a9c049ff8ffc5a5ede35235992cbe6fbd090e54bcae909be966abf28

Observation 246043eb-8c22-449a-b938-84d72f55ae2f · outbound

This paper cites I'll find the midpoint between Asn705 (ND2) and Thr877 (OG1).

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? I'll find the midpoint between Asn705 (ND2) and Thr877 (OG1)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T11:34:51.685337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:5d562949d577cabb1e5b1972222f09359d7ef74a1d730dd1b4f30ffca2ffd3c0

Observation 69b9bcdf-493a-4baa-9f3b-9b6451580a62 · outbound

This paper cites eq": true} Tanimoto Similaritypassed0.10714285714285714 {.

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? eq": true} Tanimoto Similaritypassed0.10714285714285714 {

Reference 7

Resolution
malformed identifier
raw_fallback, observed 2026-07-08T11:34:51.672242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:15f839c3b30805b422155a8a2b09fb1e8a8d78c7e6a5a6dbc82d9c1ec6091cce

Observation b778aaab-83fc-46c6-a4b6-5009bebfd3dd · outbound

This paper cites an unresolved cited work.

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-08T11:34:51.670201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:f0ada5b4cfaa65dc8760b9bd9bf8bce6a3308102e0fc71c8ad473eb7fe5d1ea4

Observation 866a3da6-6a6c-4c90-bd22-16435bfb494b · outbound

This paper cites an unresolved cited work.

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-08T11:34:51.674312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:e578f370f8b1f5a34d3c5f9245ddc07f245667c39cd86dc7095b3519af92b338

Observation 2c5533b9-e768-4a54-949e-d55676aed69b · outbound

This paper cites CCOC(=O)[C@H](CCc1ccccc1)O[C@@H](C)C(=O)N1[C@H](C(=O)O)C[C@H]2CCCC[C@@H]21.

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? CCOC(=O)[C@H](CCc1ccccc1)O[C@@H](C)C(=O)N1[C@H](C(=O)O)C[C@H]2CCCC[C@@H]21

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T11:34:51.676633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:950135bd0bdb21b5c6cd68f510404cb51544228bc3be8bcaaecd1c1f1948cb19

Observation 70f85936-2012-4754-b634-97faf1f9031c · outbound

This paper cites an unresolved cited work.

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-07-08T11:34:51.678678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:dab62249c84f0d23da966ccd9f0152a036b8a513e11161366097f148b5a86e49

Observation 0e29602f-98aa-49cf-bf49-efb31fa9ad85 · outbound

This paper cites (Requirement: < 0.65).

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? (Requirement: < 0.65)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T11:34:51.680803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:38fbf6aeece0d5cc100c8bc70b941ce46342e05569d5e90f822b1dd612d80a41

Observation c703e000-e322-4b11-bafd-724f91b83f87 · outbound

This paper cites Limitations.

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? Limitations

Reference 13

Resolution
malformed identifier
raw_fallback, observed 2026-07-08T11:34:51.682990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:eb3ff9f2def4b5623dd235abbe5c70f0a52b3b6a85433543dbf8642fab02e56b

Observation fcaec74e-8e6f-4e18-a212-91f45dac6676 · outbound

This paper cites Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects.

SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks? Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T11:34:51.667834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:58:02.926100Z digest=sha256:62cf02df0c76bad1e26fed981b030e9fd8edc6291fb51acb69ff1766225377a0

Pith citing papers

Observation 06e806e5-c1eb-46b2-a2f8-a0f1fed5cd00 · inbound

CAi Copilot: Reducing Operational Workload in Molecular Design through Intent-Driven Agentic Workflows cites this paper.

CAi Copilot: Reducing Operational Workload in Molecular Design through Intent-Driven Agentic Workflows SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks?

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-10T17:37:17.478564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:37:17.026142Z digest=sha256:33ad90d2fba39a62db623d3834c18bf698343d989f87a97029e39b9f7119bf17