Paper Citation Record · LEDGER

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models

As of 12 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2509.07010.

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

pith.paper-citation-record.v1
2509.07010 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:16:14.019198Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T13:10:42.454041Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T05:27:40.533772Z

Reference resolution

38 of 38 outbound references displayed

verified exact15
verified fuzzy5
unresolved13
parse uncertain0
malformed identifier2
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 43d8ffb0-cd5d-466f-a0fd-36aa4a4a1447 · outbound

This paper cites Achlioptas, O.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Achlioptas, O

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T05:16:14.992845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2e82e08f-47c0-47e2-a1b8-92f86fd61d90 · outbound

This paper cites Generating CAD Code with Vision-Language Models for 3D Designs.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Generating CAD Code with Vision-Language Models for 3D Designs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T05:16:13.828897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fa61a96-5849-4375-bb06-42cf4dd5e9da · outbound

This paper cites Amadori, M.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Amadori, M

Reference 3

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.265917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3d06cdf2-df7f-42c2-8b66-f3eae5b6b579 · outbound

This paper cites Bujny, H.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Bujny, H

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T05:16:14.973259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 26b17a1c-bbd9-43ee-afce-cbabbeb65131 · outbound

This paper cites Dommaraju, M.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Dommaraju, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T05:16:14.955745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c9d7847e-51c0-4460-8c9c-5c4e1b328f0f · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:16:14.938347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6e91800b-44c8-4870-bb25-a2d5a369e364 · outbound

This paper cites Graening and B.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Graening and B

Reference 7

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.248237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f49011ad-6b53-40a7-8d83-e02ce26e92db · outbound

This paper cites Large Language Model Agent as a Mechanical Designer.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Large Language Model Agent as a Mechanical Designer

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T05:16:13.862514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26dcf73f-ff60-4765-b1d7-63e3389d3918 · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T05:16:13.867643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56b562fb-b62a-405a-b9b5-d5c45dcfef34 · outbound

This paper cites Joshi and B.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Joshi and B

Reference 10

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.229663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e6a85cee-e15a-4362-b9f7-24877dcca583 · outbound

This paper cites Kerbrat, P.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Kerbrat, P

Reference 11

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T05:16:14.922176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ca3e383a-96cf-4775-8fdc-2e7b042f9889 · outbound

This paper cites Lara López, A.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Lara López, A

Reference 12

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T05:16:14.904877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f0d7cd7f-03d5-4bea-8a25-0b463ddeb661 · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.210332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f6fb3503-da9d-4ab6-b843-ca9415cfc1dc · outbound

This paper cites How Can Large Language Models Help Humans in Design and Manufacturing?.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models How Can Large Language Models Help Humans in Design and Manufacturing?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T05:16:13.892616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aef4df04-dd68-45a0-8696-c0cfdf581880 · outbound

This paper cites Mandolini, C.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Mandolini, C

Reference 15

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.194159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e56af04b-2d5e-48ea-8ff4-ed95ec020643 · outbound

This paper cites Ni and M.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Ni and M

Reference 16

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T05:16:14.667008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 79047048-65e2-4f26-ba4b-cb6df7d19bd5 · outbound

This paper cites From Idea to CAD: A Language Model-Driven Multi-Agent System for Collaborative Design.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models From Idea to CAD: A Language Model-Driven Multi-Agent System for Collaborative Design

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T05:16:13.908539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12ffacf6-d252-4240-95db-2b2b3bd28401 · outbound

This paper cites Paviot, V.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Paviot, V

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T05:16:14.887246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ae94022b-6f6f-4f5f-9365-88235ad42dbc · outbound

This paper cites From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T05:16:13.924435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c85c409e-d769-43da-9086-e9465fd4b509 · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:16:14.870220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3d7a8a95-50b1-4527-b98e-5e41fdf05020 · outbound

This paper cites Coding by Design: GPT-4 empowers Agile Model Driven Development.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Coding by Design: GPT-4 empowers Agile Model Driven Development

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:16:14.554227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a56fb250-551f-42f8-8050-316b69ff7d6a · outbound

This paper cites Analysis of ChatGPT on Source Code.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Analysis of ChatGPT on Source Code

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:16:14.529771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dfc3ad5d-a8ab-4e3a-af5f-56ddefb85441 · outbound

This paper cites Salehi and C.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Salehi and C

Reference 23

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.160616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4a6ab95f-bed8-4452-ac96-20d3df5231f8 · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.143712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d540d2e0-462e-4298-a6b5-0289963c8e7e · outbound

This paper cites Assessing Large Language Models in Mechanical Engineering Education: A Study on Mechanics-Focused Conceptual Understanding.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Assessing Large Language Models in Mechanical Engineering Education: A Study on Mechanics-Focused Conceptual Understanding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T05:16:13.956469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43ecc1dc-d905-428a-9537-f72782e957db · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.126200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9b03c01c-3c1e-4fe7-8fdc-678c7a0ab487 · outbound

This paper cites Wollstadt, M.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Wollstadt, M

Reference 27

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T05:16:14.484865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f669f3fd-914c-4bbf-80fa-f5d3873dee25 · outbound

This paper cites Critical current of a Josephson junction containing a conical magnet.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Critical current of a Josephson junction containing a conical magnet

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T05:16:13.973791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f143b39-3eac-490e-a6a3-23d182b0817a · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:16:14.853286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d69410ba-7a4b-4f1a-94be-26f00d28cf0a · outbound

This paper cites Yoshimura and H.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Yoshimura and H

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T05:16:14.836931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 626ce919-35ef-42d6-8628-61bd0c02461c · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:16:14.819656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fde51525-9203-4ca5-a4a9-b12f39311913 · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Unresolved cited work

Reference 32

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.109465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d0de1917-9bfb-4968-ab2b-5ebd731ea74b · outbound

This paper cites 3D-PreMise: Can Large Language Models Generate 3D Shapes with Sharp Features and Parametric Control?.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models 3D-PreMise: Can Large Language Models Generate 3D Shapes with Sharp Features and Parametric Control?

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T05:16:13.998418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad8d11c8-59ea-4be9-b2c9-8bc0a44b3eba · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Unresolved cited work

Reference 34

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T05:16:14.358883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation be7fd2ce-7db9-40db-b25e-4ead6f237561 · outbound

This paper cites Zhu and J.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Zhu and J

Reference 35

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.093421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ac262ec0-0d1a-4b66-9b55-f1d465bfea12 · outbound

This paper cites Zhu and J.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Zhu and J

Reference 36

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.077481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d2921269-89d2-46a2-81f4-559fe488a767 · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models Unresolved cited work

Reference 37

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.060511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 277621c5-07e8-4cba-93b0-1a5c7c99392c · outbound

This paper cites ISBN 978-989-758-729-0.

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models ISBN 978-989-758-729-0

Reference 480

Resolution: verified exact; doi, observed 2026-08-05T05:16:14.178335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation 09443274-d180-4ea6-a25d-a6d5ff09edbd · inbound

3D-CBM: A Framework for Concept-Based Interpretability in Generative 3D Modeling cites this paper.

3D-CBM: A Framework for Concept-Based Interpretability in Generative 3D Modeling Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:27:40.535493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.