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Paper Citation Record · LEDGER

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models

As of 6 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2604.03286.

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

pith.paper-citation-record.v1
2604.03286 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T00:08:08.850011Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-08T23:51:52.094508Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T23:55:43.099770Z

Reference resolution

28 of 28 outbound references displayed

  • verified exact24
  • verified fuzzy2
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 55f6716a-17cc-4a7e-9457-2b2a55e162a0 · outbound

This paper cites Binnig, H.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Binnig, H

Reference 1

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verified exact
doi, observed 2026-05-15T00:08:21.045704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation b05506b0-00cc-48b6-94d3-a7c433de21f3 · outbound

This paper cites Binnig, H.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Binnig, H

Reference 2

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doi, observed 2026-05-15T00:08:21.012851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation e113e693-4902-4bbf-b7e6-6521d8066357 · outbound

This paper cites Binnig, H.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Binnig, H

Reference 3

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doi, observed 2026-05-15T00:08:21.019145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 9709d4ab-c1d0-447a-a6c7-ddb6395e557f · outbound

This paper cites Betzig, G.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Betzig, G

Reference 4

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doi, observed 2026-05-15T00:08:21.014861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation f09fa303-3d4a-460e-8c9d-072e010eb123 · outbound

This paper cites Moerner, L.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Moerner, L

Reference 5

Resolution
verified exact
doi, observed 2026-05-15T00:08:21.024117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 4540ee6f-8791-4dcf-802a-3acc8c0d8938 · outbound

This paper cites Journal of Microscopy 127(2), 127–138 (1982) https://doi.org/10.1111/j.1365-2818.1982.tb00405.x.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Journal of Microscopy 127(2), 127–138 (1982) https://doi.org/10.1111/j.1365-2818.1982.tb00405.x

Reference 6

Resolution
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arxiv_id, observed 2026-05-15T00:08:21.027522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 45a57f43-051b-46f1-aea2-381bee8fdbc5 · outbound

This paper cites Frank, Averaging of low exposure electron micrographs of nonperiodic objects, Ultramicroscopy (1975), 8, 159–162.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Frank, Averaging of low exposure electron micrographs of nonperiodic objects, Ultramicroscopy (1975), 8, 159–162

Reference 7

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doi, observed 2026-05-15T00:08:21.021582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation ce5b612f-5794-40e4-ab58-fe9cfdf06e85 · outbound

This paper cites Henderson, P.N.T.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Henderson, P.N.T

Reference 8

Resolution
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doi, observed 2026-05-15T00:08:21.040340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation f145c331-7798-47d6-8813-02e545f4a1c3 · outbound

This paper cites Frank, P.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Frank, P

Reference 9

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arxiv_id, observed 2026-05-15T00:08:21.038185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 84b64ab4-95f2-4cc6-af3c-523be97b2ee0 · outbound

This paper cites Reuter, R.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Reuter, R

Reference 10

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doi, observed 2026-05-15T00:08:21.017050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation e769ee54-ada7-4e02-ade3-efde9ce6ec06 · outbound

This paper cites Szczypiński, Jean-François Ayme, Ehsan Simaei, Thomas Fellowes, Rob Clowes, Lyubomir Kotopanov, Caitlin E.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Szczypiński, Jean-François Ayme, Ehsan Simaei, Thomas Fellowes, Rob Clowes, Lyubomir Kotopanov, Caitlin E

Reference 11

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doi, observed 2026-05-15T00:08:21.010453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 28310d62-7b3f-4a28-82db-2425c2a18c61 · outbound

This paper cites Hou , author J.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Hou , author J

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation e977219c-34e4-4121-822f-5df239d09416 · outbound

This paper cites Yang , author R.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Yang , author R

Reference 13

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verified exact
doi, observed 2026-05-15T00:08:21.034508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 909b9111-5fda-451a-8caf-cc5da6193c39 · outbound

This paper cites Buriak, D.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Buriak, D

Reference 14

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verified exact
doi, observed 2026-05-15T00:08:21.047895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation f68d42e0-5e97-4ff3-99f8-8862526d4e7d · outbound

This paper cites Castellanos-Gomez, Good Practices for Scientific Article Writing with ChatGPT and Other Artificial Intelligence Language Models, Nanomanufacturing (2023), 3(2), 135–138.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Castellanos-Gomez, Good Practices for Scientific Article Writing with ChatGPT and Other Artificial Intelligence Language Models, Nanomanufacturing (2023), 3(2), 135–138

Reference 15

Resolution
verified exact
doi, observed 2026-05-15T00:08:21.043459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 4953b6bf-3fdb-423a-bf12-8d4903a66f83 · outbound

This paper cites Zhang, Z.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Zhang, Z

Reference 16

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doi, observed 2026-05-15T00:08:21.004530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 2d7a9ecc-48e0-4956-beec-55bd836cd391 · outbound

This paper cites Energy dataset of Frontier supercomputer for waste heat recovery.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Energy dataset of Frontier supercomputer for waste heat recovery

Reference 17

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doi_truncated, observed 2026-05-15T00:08:20.981647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation d9a4df7f-7dc4-4004-90a2-88cbfc1ed020 · outbound

This paper cites an unresolved cited work.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Unresolved cited work

Reference 18

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doi, observed 2026-05-15T00:08:20.984159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation fba2f480-a39d-4dc6-bfa4-3f83041814b7 · outbound

This paper cites Buriak, M.C.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Buriak, M.C

Reference 19

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verified exact
doi, observed 2026-05-15T00:08:21.001586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 9e841091-1adf-40ae-a62a-07c782a7fdba · outbound

This paper cites Autonomous experiments using active learning and AI.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Autonomous experiments using active learning and AI

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 033e1ea1-67f4-4c3e-a4bd-9083b36bacb8 · outbound

This paper cites ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterization.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterization

Reference 21

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arxiv_id, observed 2026-05-15T00:08:20.994445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation db6833b8-4753-482c-a1a2-09e0dfc096b5 · outbound

This paper cites Journal of the American Chemical Society , author =.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Journal of the American Chemical Society , author =

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 87b7c732-b158-4338-b1a3-6f7e988fa623 · outbound

This paper cites an unresolved cited work.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Unresolved cited work

Reference 23

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doi, observed 2026-05-15T00:08:20.987961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 938f5b62-d241-430e-8059-15c3df34340d · outbound

This paper cites an unresolved cited work.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Unresolved cited work

Reference 24

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doi, observed 2026-05-15T00:08:20.969875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation e1c53e09-bd9a-47e6-8d22-461718f43dc2 · outbound

This paper cites Fé bba, K.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Fé bba, K

Reference 25

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verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.416436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation f163780e-5d79-41de-b663-5460a2e6dc00 · outbound

This paper cites Boiko, R.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Boiko, R

Reference 26

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verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.420576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:08:08.850011Z digest=sha256:4b883d15638e86d9263f2d971c7417a8e24cbf9fb437a77f08ec2229bdca65c9

Observation 627c4f4b-aeb7-4d13-abe2-5c526c765a0e · outbound

This paper cites Large language models for chemistry robotics.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models Large language models for chemistry robotics

Reference 27

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doi, observed 2026-05-15T00:08:20.978114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:08:08.850011Z digest=sha256:9003668a83a82a76013743823a321d78df220d1b034ff851ac91e9b7a81f6292

Observation acb7f024-509c-4d3a-b985-06d90d56b0c5 · outbound

This paper cites What is a minimal working example for a self-driving laboratory?Matter, 5(12):4170–4178.

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models What is a minimal working example for a self-driving laboratory?Matter, 5(12):4170–4178

Reference 28

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doi, observed 2026-05-15T00:08:20.961877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:08:08.850011Z digest=sha256:594b57824b29700a1f35754cc24dd9a4cf96a1d4f4dba752d09fd006c68b083d

Pith citing papers

Observation c0ce91af-6c30-4b32-9d85-7c08c99cfd16 · inbound

Onnes: A Physics-Grounded Multi-Agent LLM Simulator for Cryogenic Fault Diagnosis in Quantum Computing Infrastructure cites this paper.

Onnes: A Physics-Grounded Multi-Agent LLM Simulator for Cryogenic Fault Diagnosis in Quantum Computing Infrastructure Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models

Reference 24

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local_arxiv, observed 2026-07-08T23:55:43.101575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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