Paper Citation Record · LEDGER

Benchmarking large language models for materials synthesis: the case of atomic layer deposition

As of 19 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2412.10477.

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

pith.paper-citation-record.v1
2412.10477 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:40:24.368785Z

measured 23 of 23 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

verified exact7
verified fuzzy1
unresolved14
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 56f8f9cb-de8b-44e9-b61b-6c527600cde5 · outbound

This paper cites merlin.mbs aapmrev4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition merlin.mbs aapmrev4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.247114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 226b7b96-05d4-4e51-898b-c9ad49a67ab1 · outbound

This paper cites merlin.mbs aipauth4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition merlin.mbs aipauth4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.254404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f34b7430-334f-4940-b63e-4d200d1a5f39 · outbound

This paper cites merlin.mbs aipnum4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition merlin.mbs aipnum4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.260359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86b4cbdc-c385-4f76-8ba1-1b5b9a599f9a · outbound

This paper cites Are large language models superhuman chemists?.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Are large language models superhuman chemists?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.266795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c361473-b6e9-4e1f-bdad-7cc55f7b734b · outbound

This paper cites an unresolved cited work.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.274033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2563d7e5-7d6c-41cc-8860-751bae5e023e · outbound

This paper cites an unresolved cited work.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.279970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 281e3fdd-e760-4b4d-8f0a-b449d042ca75 · outbound

This paper cites LLM4Mat-Bench: Benchmarking Large Language Models for Materials Property Prediction.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition LLM4Mat-Bench: Benchmarking Large Language Models for Materials Property Prediction

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.285034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da80f1b5-8e3b-4d88-820f-a90be4f8c8b9 · outbound

This paper cites an unresolved cited work.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.290773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c199912-570b-4382-a2c5-5eb57a1c1a3a · outbound

This paper cites an unresolved cited work.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.295626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beeb3364-05b7-41ca-8212-6d95afc9fc21 · outbound

This paper cites Alvaro \ and\ author A.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Alvaro \ and\ author A

Reference 10

Resolution: verified exact; doi, observed 2026-08-11T16:40:24.537498Z

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.

Observation bc612fcf-ade0-4fb5-9b47-5cd9fcf147c6 · outbound

This paper cites MatSciML: A Broad, Multi-Task Benchmark for Solid-State Materials Modeling.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition MatSciML: A Broad, Multi-Task Benchmark for Solid-State Materials Modeling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.304635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e845c52-91e0-4790-9ecd-3d40741fa4bf · outbound

This paper cites Lee , author H.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Lee , author H

Reference 12

Resolution: verified exact; doi, observed 2026-08-11T16:40:24.521058Z

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.

Observation 1c55138e-8990-46a8-bb33-25d754283b94 · outbound

This paper cites Pilvi , author T.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Pilvi , author T

Reference 13

Resolution: verified exact; doi, observed 2026-08-11T16:40:24.504441Z

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.

Observation cd696663-0e3d-4a36-8f5b-5774a4d382a0 · outbound

This paper cites an unresolved cited work.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Unresolved cited work

Reference 14

Resolution: malformed identifier; doi_truncated, observed 2026-08-11T16:40:24.486229Z

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.

Observation 9adb6e9a-dc5d-4bf8-a70d-b484b709e982 · outbound

This paper cites an unresolved cited work.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-11T16:40:24.469532Z

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.

Observation f350a8fa-9650-4e22-9ae3-8d3eb55ba6fb · outbound

This paper cites an unresolved cited work.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-11T16:40:24.454553Z

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.

Observation 3949ce4b-6155-4cfd-a919-2b2e8bc809ff · outbound

This paper cites Hornsveld , author W.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Hornsveld , author W

Reference 17

Resolution: verified exact; doi, observed 2026-08-11T16:40:24.439609Z

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.

Observation e549f9d3-c040-4f1c-9653-9da8ebf8ca25 · outbound

This paper cites Kim , author D.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Kim , author D

Reference 18

Resolution: verified exact; doi, observed 2026-08-11T16:40:24.423913Z

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.

Observation 903df32f-068d-4e49-8b10-87953c9c198f · outbound

This paper cites an unresolved cited work.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.347047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a24a965-5ae5-47ae-99a9-bd1d490615ed · outbound

This paper cites an unresolved cited work.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.351676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccf066dd-50a6-4b8f-99b6-3287db1e75b1 · outbound

This paper cites How to Grow.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition How to Grow

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:24.673006Z

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.

Observation fcf278a3-d562-4a7f-a005-d74910c708fe · outbound

This paper cites merlin.mbs apsrev4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition merlin.mbs apsrev4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.362571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9715b412-8186-42ba-95e8-94810fd12f16 · outbound

This paper cites merlin.mbs apsrmp4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked.

Benchmarking large language models for materials synthesis: the case of atomic layer deposition merlin.mbs apsrmp4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:24.368785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.