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Paper Citation Record · LEDGER

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models

As of 9 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2505.19490.

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

pith.paper-citation-record.v1
2505.19490 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:18:08.100794Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

72 of 72 outbound references displayed

  • verified exact0
  • verified fuzzy21
  • unresolved50
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fc7ca70d-1009-4207-865f-d8261a6571cf · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:21.031250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:00.331371Z digest=sha256:f2bc6e3aea933bb14c8b15c47adcaa68810cd3272a3a2d00313ef4976f4f1463

Observation 3892e561-220b-4402-b78b-6e239045d906 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:20.793608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:00.481892Z digest=sha256:0bc643e1bf3e10b8d1b86d158fb2b887d4a91e4c5266ca21d955e55f623b9d79

Observation 81e426dd-a9b5-44a2-a241-846a3182ea6b · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:20.538586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:00.636537Z digest=sha256:a8f4c41cb1711c739305aa4de0a253e55f851423baf6f54998de7eff4a11a602

Observation b90be1cb-6256-45ab-86e4-52c32c7b740c · outbound

This paper cites NewBodyFeatureOperation,.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models NewBodyFeatureOperation,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:20.242090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:00.756086Z digest=sha256:853da5722316c9d506938b33371858a7aa7070324fb919e78a2907fd013da5fa

Observation ca40bdcd-b93a-4ed3-994d-2f9aa32c393b · outbound

This paper cites Problems in Parametric Description:.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Problems in Parametric Description:

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:19.394458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:01.510125Z digest=sha256:e27ef7946f23e0f1324792327c480e79308fe358869c6c6aeddd4c153cacf909

Observation d7c4617b-b33d-44af-9d2d-be3a52d204af · outbound

This paper cites First, draw an arc with an end-point atx = 144, y= 112, a sweep angle of 64 degrees, and a counter-clockwise direction.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models First, draw an arc with an end-point atx = 144, y= 112, a sweep angle of 64 degrees, and a counter-clockwise direction

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:17.471413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:02.772126Z digest=sha256:371c99be33180ea138305362eec72f5ada7950ee3aa96ad7e4ce35f96813ef47

Observation 0657644a-c67d-4d8a-8aba-63399790a540 · outbound

This paper cites • <EOS> marks the end of the entire CAD operation sequence.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models • <EOS> marks the end of the entire CAD operation sequence

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:11.038697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:06.945920Z digest=sha256:a2d763abcf971b24625ca3d48e8dbd2386c680fcc04c488711ef34e064cb81d1

Observation 266c82e5-a61b-4195-b21a-92b7a45089de · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:10.871557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:07.027748Z digest=sha256:cb02ed7129ff6f9da962daec0e0715d69caf2326ae9a4deae8e4bb81a2679df4

Observation d4b8417b-a763-4267-bec5-02ec7af11139 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:19.966475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:00.932537Z digest=sha256:158b27b0712eca303a2b502d34ef6471f550a64d00f0d595090f3c68352d5f26

Observation 5f754c38-0264-4e22-a360-d653d00b302a · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:19.785151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:01.071172Z digest=sha256:cb91727acb25e6505d40ac0e66f73f11dc27cee7c52efc3db2a69a25a469e762

Observation e7a86233-5620-4fef-9d65-ad2901310baa · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:19.684297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:01.203904Z digest=sha256:d3bd76336d7843e1f6894cda9092847e0be92e5e332f5311a3940b93d2849f75

Observation 8790959f-281b-48f0-b796-4a7fcc22fd5c · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:19.547696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:01.333183Z digest=sha256:dfd9279be09424b5fc45059c111508701127b2a2de6058ce6ec54cdfbf5d79fe

Observation d3f99194-93fa-4344-bb18-ee2e32bf35be · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:19.251207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:01.653021Z digest=sha256:ab4f70c88417e619b83510c4760ff2412d3cf13fd3779f1def562a4fa386f34b

Observation 43cc6582-9b17-4cd9-b95f-909788856d32 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:19.055200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:01.791765Z digest=sha256:b9ac223553933630e4be6975661af0b6fb1d852f30c13477d482121bf4d0ea7c

Observation aabea0f4-a2ad-4608-affe-2c2eaa89b431 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:18.901815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:01.904021Z digest=sha256:9af2a67311fad1dec54d0ee8913fd21f1bf18b791c6b7cf2ae3ebe070455551b

Observation 326c7a31-7258-4038-b11f-53ff1d43abad · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:18.719010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:02.024481Z digest=sha256:f458bdea629b4725507bd26b3035223171218390af26ec425634c437c6fc26de

Observation 02c42e84-79ed-4a44-b9fd-3f2c7a8ddb74 · outbound

This paper cites Improvement Suggestions:.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Improvement Suggestions:

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:18.545271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:02.119551Z digest=sha256:dabf8b4e315697c368190665451ef95dd5c509b7f93e924359fc7db715e1d545

Observation 69dda140-bf55-4f47-96d5-3ae04ecf6537 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:18.418884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:02.215676Z digest=sha256:6acccf94f144f470fa4c80c203fe3631486e54454d99a474d6453898c78ed1a7

Observation 3ed9452a-e665-4ff2-b49b-6911f22c9d9a · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:18.246955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d231712e-5ee2-4b2e-9556-6f4268545796 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:18.094244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 500fb38f-2deb-4609-9e5e-9c4eac54fd85 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:17.908123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:02.566704Z digest=sha256:05146196e36513b968c17f917fff19b2671252c08f2ccca62b5a03257f1b7ae1

Observation 0a5493ca-0a84-4237-87c5-79ca8bd38613 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:17.735322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:02.648004Z digest=sha256:263d5e2d23ec25f1ba4affdc982974d9c143e4c419d175142ffecfe7022f0a26

Observation 9972fd35-cd44-4a22-b997-653b8a66b49a · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:17.196266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:02.898414Z digest=sha256:a9fd82428445e04a86570f94edf54c3c7059dd4a1bb61ac9a48f7d017aa19cb1

Observation 01492298-94e7-4d6c-b1d2-96454e1c0a66 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:16.944024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:03.035122Z digest=sha256:f34a9478b2678f2c89ee075aeb85b6ed6f2a30c6e88a1eb7efa120a8c2eef11d

Observation 009cbd7b-77bb-4621-bf73-05d7272b5490 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:16.744004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:03.192102Z digest=sha256:3305106319f53804250420b8389302250f9afb9163735f59b9c2c7c856aab3d1

Observation d9df4976-56f4-4ac6-97c2-5989e192d1b5 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:16.534847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:03.315992Z digest=sha256:697f01166218df3e2250319266a535aa435a7aec057993d81e7f386451e4084e

Observation 71c870b5-6adc-4814-bfaa-cc9a507c9057 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:16.322858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation ebd7038d-084c-4d30-a8e2-10958846c018 · outbound

This paper cites Problems in CAD Parametric Description:.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Problems in CAD Parametric Description:

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:16.113790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:03.559416Z digest=sha256:6e68c4d8a02eea4c488d7a2392a52cc09537a3dd68d14dd7c0eb2bc97e6b570c

Observation e16c320b-a40b-4373-9c1d-fbe92aafef21 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:15.850895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:03.680138Z digest=sha256:27b8925c5b609848530f4151daab740627b7fe7bb298dbb3d364be761d61d16d

Observation 6dd53da4-e901-4557-b5bd-68415bed8d49 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:15.634226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:03.807618Z digest=sha256:fdd5d77c4a43ebe538bfcf87820c554f3862f90c688a3aa572888cd6512e5104

Observation 86796fb6-83ed-4d02-9432-d6b33d5b8974 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:15.454857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:03.906612Z digest=sha256:bee5fd5c9aa5bb9c2bdb32e2402496ca35d3478f5abb64d2c168864f4e0c9d74

Observation bbc38398-c424-455e-8482-f823ad799f16 · outbound

This paper cites Suggestions for Improvement:.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Suggestions for Improvement:

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:15.258500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:04.003727Z digest=sha256:8317b26e9fba380f0f2831fc8cb3290ce1d8046459cfa16674ee670c2376dbad

Observation 9fa3fa43-dcec-4647-bf3e-3e0bcbedc3af · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:15.028224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:04.086090Z digest=sha256:e3ae4d77ced86febc3265e9c58d4d2b98ce95f195790022246ef96aea44b60f8

Observation bc94f136-7573-497f-9166-715475d99030 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:14.852728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:04.244185Z digest=sha256:f5ddc7301d9092e0471eefda7802ce5af89d64dc1553045eb58f4dcfa3fc1052

Observation f528a4fa-a0d6-452c-a995-a5820278ed59 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:14.663295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:04.362359Z digest=sha256:636229ff27cb7e9896ed6b90c15d0372f16d3ede48cadd6fcc2acaf9d78afdb6

Observation 7817c61f-b3fd-48f9-beef-a820d1a6f3a6 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:14.514681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:04.466679Z digest=sha256:b889419dd9734a5739421055e2262f6659ffc01e55ad1fcfc370c971a7c61404

Observation c2e73db6-4491-49c7-9c27-b05694f680ac · outbound

This paper cites First, draw an arc with an end-point atx = 144, y= 112, a sweep angle of 64 degrees, and a counter-clockwise direction (f = 1).

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models First, draw an arc with an end-point atx = 144, y= 112, a sweep angle of 64 degrees, and a counter-clockwise direction (f = 1)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:14.282098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:04.555877Z digest=sha256:b16179844059b304d36c555b6265f8737d9861590015336bcfaf83fdbc2d04de

Observation 33061e4b-5c62-4461-a968-36b96e657a10 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:14.092610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:04.696547Z digest=sha256:defb5bbf7c55ec71685532e7ef36fa63438f8f247eb5135544feadfd3acdb228

Observation de39b4ca-4166-4b5f-83cf-ffd4c987f130 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 42

Resolution
parse uncertain
raw_fallback, observed 2026-08-07T14:18:13.934971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:04.825010Z digest=sha256:89e10ff680fc0bca6af4b628839ddc7629122a4236a39077b207499f90d3f154

Observation 762af730-f889-45a7-aeb1-fed3636978f7 · outbound

This paper cites this multi-view image shows.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models this multi-view image shows

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:13.718492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:04.943756Z digest=sha256:acca6275f06511ec652a95cb85c1702936b84db6e1b2015e836ab4fe9219a689

Observation 52e7a7f8-9fc0-454c-a926-f85bae0374bd · outbound

This paper cites Focus on the general shape and proportions.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Focus on the general shape and proportions

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:13.529447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:05.073260Z digest=sha256:a34d9ab9b311cf49268a93ca9f154b2b08913dade56f637e27be5b88d37def13

Observation 0f5bf57e-bf72-46d3-9b6f-eee290771c44 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:13.335856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:05.179003Z digest=sha256:c38fd54539bb89c19e61c594ede8ee84a26d0670a3da0d0298064f702d93e442

Observation 593b10d3-bc1f-4e9b-ac07-30f3ebcdc9b5 · outbound

This paper cites Your task is to describe a provided CAD command sequence based on specific requirements.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Your task is to describe a provided CAD command sequence based on specific requirements

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:13.203882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:05.283967Z digest=sha256:86e1b38356bdbac34f33c1f71494d563e2657852652695ee12b973665d7e3b37

Observation 7ec73c3e-5d3b-49ba-ba97-eac27f08dfce · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:13.010090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:05.378799Z digest=sha256:d760f1b55585bce54f9d9bd3149006c3f3ce9e14261b265936402d6520caccc9

Observation 11a870c0-6ff2-4b05-8a39-3ffb81425d21 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:12.896323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:05.520947Z digest=sha256:46df36191789cdb009e845df1b4de9a86315fa2ee80b428eea0e486a9318f028

Observation 8844ce0e-90e7-448c-9ec3-c821640c6cb9 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:12.729810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:05.638278Z digest=sha256:a4a118c9d44682248ac7068e300dc00d46ecd70262bfacd30aa6c9603962c9dd

Observation 8fb9177f-20c2-42a2-b363-83d6b9fd2206 · outbound

This paper cites NewBodyFeatureOperation.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models NewBodyFeatureOperation

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:12.499178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:05.744022Z digest=sha256:293646fe1e09edeae4b0ef01f2873df20a35893bb5a06602e456931f5946f887

Observation b6e00a3a-952a-4dba-bf98-637916b77f3d · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:12.343464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:05.901356Z digest=sha256:fd025a8ed4eca79e8c8bb5a58bee5a430eb625d97fa7c02d541db92b33712bd6

Observation cb030e65-7294-4ba1-8c1c-97a9ce0067f8 · outbound

This paper cites Describe the sequence in natural language, including every parameter without omission.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Describe the sequence in natural language, including every parameter without omission

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:12.159561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:06.066881Z digest=sha256:4d8f4579d520f8ed865619367c9d296bec465eec485dca35bbd14a6ed4011433

Observation 387835a2-636f-488b-8e86-b3c2c96e8e74 · outbound

This paper cites These may include creating lines, arcs, circles, and performing extrude operations.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models These may include creating lines, arcs, circles, and performing extrude operations

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:12.006619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:06.179131Z digest=sha256:1392c0001ee3a8b41a32b392652a164869864b5a6c227364f6dcd3eb4da63eb1

Observation c8248889-0373-4fed-a9b3-9b86a653208e · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:11.814246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:06.337991Z digest=sha256:a22506dfc9a1eff9a7a1cb692285429b4f4362156aeae18d95a73d8b27c89026

Observation d85a0630-c37d-4993-b65a-a181fae18dcd · outbound

This paper cites Start each new sketch with <SOL>.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Start each new sketch with <SOL>

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:11.661852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:06.503257Z digest=sha256:f81a2916426c8c2d22da497e07d499c39a3465293e06c7a9653ed74b464c4ce4

Observation 4e40617f-0703-486b-a756-c878276eff18 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:11.543944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:06.627834Z digest=sha256:578998ebb4e63f87abb957eddc81dc7cb31dd99dd8d82212e0de89692b49db56

Observation a9d569e8-f3ff-42a4-b1d9-7b62ce5f037c · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:11.394997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:06.758868Z digest=sha256:d8ff23fb754d765f48fe4f89f92bb3856ec0e0fd065a0b8a27d85ff42ccf3160

Observation 340d9315-a8b1-4247-b637-565e9e44d12a · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:11.228248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:06.855205Z digest=sha256:93339a62440181efcb81f2f443a8471fd52e8a0b4e231041b62f10d96f1afb89

Observation 5034f780-dd22-4d55-9ae3-4852ef591a88 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:10.682599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:07.101615Z digest=sha256:74b401550dea78191004a92defb23a61fe1e898ae38f8946f8017c74ed9ad045

Observation 20475ccd-2902-4e3e-8e75-a16dcfbdbf6c · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:10.503967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:07.199782Z digest=sha256:4fbaa66c0b5359d440cfbc8a420e6cd25538131371db8fb956d45a7c26bd0de8

Observation 16432cfe-ba63-46a1-a02e-b92f2370e43c · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:10.353501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:07.325738Z digest=sha256:a971d7b544f0e19de7185655eccd03962df767f0c93e16b888a469103a92731c

Observation d0ff0db1-6410-4287-81ae-ab17c71c9404 · outbound

This paper cites • Ensure that all necessary information for each command is provided to avoid missing commands or incomplete sequences.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models • Ensure that all necessary information for each command is provided to avoid missing commands or incomplete sequences

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:10.184072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:07.422297Z digest=sha256:4ecad59380080599ad493617540fd076b4da0806f8314ba1afffa5491796ae4d

Observation 6cb6b841-1674-4781-b0f5-b0202ef55789 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:09.994908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:07.518961Z digest=sha256:93e112c29e8f43776338516c80bb1f23d8475e696b7d6d89a3edfef3eb1da5ae

Observation bbb371e6-be02-4497-97d8-82a8f435457b · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:09.804917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:07.616544Z digest=sha256:16d97ce994c2d1f8547dac820cbcfb09fcbf733343cb1f6bed29a2557ff64073

Observation fdb4ee2a-d52f-4fef-aa6f-9a09b1d90328 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:09.609474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:07.680317Z digest=sha256:f50934861efab6efcacd69492ca23a3e663e2e5d775ba61280195df35b80675f

Observation 9d5361df-2321-44a2-bcb0-1c8555b48b89 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:09.271846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:07.766163Z digest=sha256:a496b4dc4adc719edb9edb113c11de4d6f326439379663320c3df6da50012666

Observation 9ed7d238-9778-4b78-82f2-56817a0bcbea · outbound

This paper cites NewBodyFeatureOperation.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models NewBodyFeatureOperation

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:09.004282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:07.864825Z digest=sha256:fcf2876351c9434705d54f492dad24af67c256864a4ada8eb251dc75e17a59b6

Observation c0c07148-beb1-4cb5-9de9-6829ac38ff24 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:08.799204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:07.939395Z digest=sha256:74d0d0e9313b01343cce4f858502ec2daaa9c66ee9107d0018cc67ea85cc634e

Observation a97946db-384e-47d4-8956-6c6ad76ecddc · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:08.637485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:08.017491Z digest=sha256:1548a0b375fa8f72f942929a8a68c954ec6b9a75155d45273eb40cffb098dbb1

Observation bb5bd59d-028e-46e7-8645-6f396ac62a56 · outbound

This paper cites Your task is to generate a correct CAD Command Sequence (CCS) based on a CAD description, existing CCS, and confidence levels.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Your task is to generate a correct CAD Command Sequence (CCS) based on a CAD description, existing CCS, and confidence levels

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:08.415890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:08.100794Z digest=sha256:f8e1b5bf45e11cd5b1c11d03803b4353abe1d7cfd507b7cf2a671e5999dd3d2a

Observation d9e15106-dcde-415a-bd7d-ba970d138106 · outbound

This paper cites The profile is extruded using the E command with orientation angles θ=45, φ=0, γ=0.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models The profile is extruded using the E command with orientation angles θ=45, φ=0, γ=0

Reference 128

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:21.257500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:00.229399Z digest=sha256:a8e9c6c84c53362b5c2da63ee835df1464679583e33765ae2088d93014079fce

Observation dc6264fb-0232-4b4b-88cc-a2d2891241e2 · outbound

This paper cites Biology, 10(11):1170.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Biology, 10(11):1170

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:21.590552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:17:59.616231Z digest=sha256:497d338a4b79b9b761264e024f5f1b7c9bded64276b11fa0e2728d0f98c10747

Observation ec918a61-82e2-47aa-8dad-9f58b2bd4854 · outbound

This paper cites Journal of King Saud University-computer and information sciences , 34(1):1295–1310.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Journal of King Saud University-computer and information sciences , 34(1):1295–1310

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-07T14:17:59.783420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:17:59.783420Z digest=sha256:54511209e478d697b7ed92def0db370c39ed87a0d92ad85aaa110712691aed6b

Observation c241b569-494f-4616-a5b8-dc84ec697c23 · outbound

This paper cites In Proceedings of the 62nd Annual Meeting of the Association for Compu- tational Linguistics (V olume 3: System Demonstra- tions), Bangkok, Thailand.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models In Proceedings of the 62nd Annual Meeting of the Association for Compu- tational Linguistics (V olume 3: System Demonstra- tions), Bangkok, Thailand

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:21.398401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:18:00.095232Z digest=sha256:12c942474b1d28a9aa287dd2e80bad9518ededa84443fac11b82f51b21bd23bc

Observation d3d152ef-fabd-4b6a-b8f6-70a03c963b15 · outbound

This paper cites Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T14:17:59.923836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:17:59.923836Z digest=sha256:43210c5276a32b2012d8804c8b256977d503ddfb8d193a5a53ced5dd141eedb5

Pith citing papers

No inbound Pith citation observations are available.