Paper Citation Record · LEDGER

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language

As of 14 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.05123.

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

pith.paper-citation-record.v1
2607.05123 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T08:28:57.488408Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

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Outbound references

Observation 699cfa25-90c6-43da-95d6-dbc4b81ba0c1 · outbound

This paper cites Comparing 3d cad models: uses, methods, tools and perspectives.Computer-Aided Design and Applications, 9(6):771–794, 2012.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Comparing 3d cad models: uses, methods, tools and perspectives.Computer-Aided Design and Applications, 9(6):771–794, 2012

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation ea1eeb06-8a0b-4423-a4f4-0bc22454722f · outbound

This paper cites Brepnet: A topological message passing system for solid models.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Brepnet: A topological message passing system for solid models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 1b0affca-fda3-4e13-a341-f860e2cd99fe · outbound

This paper cites Deepcad: A deep generative network for computer-aided design models.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Deepcad: A deep generative network for computer-aided design models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation fc212fc6-56d5-4b30-bdf6-61d32ae610be · outbound

This paper cites BPB Publications, 2018.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language BPB Publications, 2018

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 69a353cb-d697-403d-b9fe-ee12e8a320bc · outbound

This paper cites Cadquery/cadquery: Cadquery 2.4.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Cadquery/cadquery: Cadquery 2.4

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 857ba56b-dbef-458b-ba39-ffe9c246db5c · outbound

This paper cites Parametric cad modeling for open source scientific hardware: Comparing openscad and freecad python scripts.Plos one, 14(12):e0225795, 2019.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Parametric cad modeling for open source scientific hardware: Comparing openscad and freecad python scripts.Plos one, 14(12):e0225795, 2019

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 8e3fd10e-6997-42d9-a43d-03d4b68b84f9 · outbound

This paper cites Text-to-CadQuery: A New Paradigm for CAD Generation with Scalable Large Model Capabilities.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Text-to-CadQuery: A New Paradigm for CAD Generation with Scalable Large Model Capabilities

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 71da7dd3-b720-4b1e-9e3b-990a4f3993ba · outbound

This paper cites Cad translator: An effective drive for text to 3d parametric computer-aided design generative modeling.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Cad translator: An effective drive for text to 3d parametric computer-aided design generative modeling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 1e09edde-dc6a-440f-87ef-5e723d666306 · outbound

This paper cites Cadsmith: Multi-agent cad generation with programmatic geometric validation.arXiv preprint arXiv:2603.26512, 2026.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Cadsmith: Multi-agent cad generation with programmatic geometric validation.arXiv preprint arXiv:2603.26512, 2026

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 025281af-c30b-47ce-8936-342d9cc0539f · outbound

This paper cites Cme-cad: Heterogeneous collaborative multi-expert reinforcement learning for cad code generation.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Cme-cad: Heterogeneous collaborative multi-expert reinforcement learning for cad code generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 839b2af4-7ff6-44d9-b4fc-d93977a297c3 · outbound

This paper cites IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 10d4a0ad-2041-46f0-b35f-6d04291b564e · outbound

This paper cites ComAct: Reframing Professional Software Manipulation via COM-as-Action Paradigm.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language ComAct: Reframing Professional Software Manipulation via COM-as-Action Paradigm

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation dbc83004-4a4f-4466-b20f-a19219f47495 · outbound

This paper cites Text2cad: Generating sequential cad designs from beginner-to-expert level text prompts.Advances in Neural Information Processing Systems, 37:7552–7579, 2024.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Text2cad: Generating sequential cad designs from beginner-to-expert level text prompts.Advances in Neural Information Processing Systems, 37:7552–7579, 2024

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 506598d4-fc63-4554-9b82-72b1617bdbeb · outbound

This paper cites Point2cad: Reverse engineering cad models from 3d point clouds.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Point2cad: Reverse engineering cad models from 3d point clouds

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation fb0e8ff2-7589-45a3-a8b1-1e63b5c8fbab · outbound

This paper cites cadrille: Multi-modal cad recon- struction with online reinforcement learning.arXiv preprint arXiv:2505.22914, 2025.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language cadrille: Multi-modal cad recon- struction with online reinforcement learning.arXiv preprint arXiv:2505.22914, 2025

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 4df3f975-af21-4a84-942a-c3932aae296d · outbound

This paper cites Claude code.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Claude code

Reference 16

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Observation 3fa9615f-573c-4e8d-a8df-3629e5aef84e · outbound

This paper cites Introducing codex.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Introducing codex

Reference 17

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Observation 332d4c7b-2956-4b43-8b8c-649b0ad7dff7 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation bc9fd40c-abd2-4a18-8d9d-0b24903bbef8 · outbound

This paper cites GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 7f5a6eb2-7d27-4ecd-8d71-21d8a904810a · outbound

This paper cites Qwen3.7.https://chat.qwen.ai/, 2026.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Qwen3.7.https://chat.qwen.ai/, 2026

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation bc6db9a3-d7f0-4b35-bf31-8d8beff871d4 · outbound

This paper cites Skexgen: Autoregressive generation of cad construction sequences with disentangled codebooks.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Skexgen: Autoregressive generation of cad construction sequences with disentangled codebooks

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 37d20ed5-309e-46ab-819a-64940d154f10 · outbound

This paper cites Hierarchical neural coding for controllable cad model generation.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Hierarchical neural coding for controllable cad model generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation a35b03c2-6885-4b09-b380-28f1d3e2dd5a · outbound

This paper cites an unresolved cited work.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 76d1739d-be44-49e2-868e-0aa787d62090 · outbound

This paper cites an unresolved cited work.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 7818acbb-6526-4d02-8e00-a61cc3c124b3 · outbound

This paper cites Cad-gpt: Synthesising cad construction sequence with spatial reasoning-enhanced multimodal llms.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Cad-gpt: Synthesising cad construction sequence with spatial reasoning-enhanced multimodal llms

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 36344dab-0575-4096-ae9f-e75f623c5e01 · outbound

This paper cites CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 620897fe-d4e4-437e-9198-f1d3f4d7a058 · outbound

This paper cites Cad-coder: Text-to-cad generation with chain-of-thought and geometric reward.Advances in Neural Information Processing Systems, 38:59765–59789, 2026.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Cad-coder: Text-to-cad generation with chain-of-thought and geometric reward.Advances in Neural Information Processing Systems, 38:59765–59789, 2026

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 4a53f1d5-be12-462d-b71b-8498ba8307e3 · outbound

This paper cites Cad-recode: Reverse engineering cad code from point clouds.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Cad-recode: Reverse engineering cad code from point clouds

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation cf4a79f7-38d7-489c-bb72-bcab59c90bd0 · outbound

This paper cites Lambourne, Karl D.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Lambourne, Karl D

Reference 29

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Observation 68b6008a-3939-4b57-874c-8c5336d21ad7 · outbound

This paper cites Complexgen: Cad reconstruction by b-rep chain complex generation.ACM Transactions on Graphics (TOG), 41(4):1–18, 2022.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Complexgen: Cad reconstruction by b-rep chain complex generation.ACM Transactions on Graphics (TOG), 41(4):1–18, 2022

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 9f6f520f-d6fe-411d-a7ec-78e0a71dcd5c · outbound

This paper cites Lambourne, Nishkrit Desai, Karl D.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Lambourne, Nishkrit Desai, Karl D

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 971f5082-0a2d-4cfc-8427-c7bb669ffbdf · outbound

This paper cites Brepgen: A b-rep generative diffusion model with structured latent geometry.ACM Trans.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Brepgen: A b-rep generative diffusion model with structured latent geometry.ACM Trans

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 4f5a17fa-7057-47be-831a-f9c4d4a42f65 · outbound

This paper cites Kim, and Adriana Schulz.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Kim, and Adriana Schulz

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 2ee60cc9-9af2-42f6-b6e0-df79143df02e · outbound

This paper cites Assembly modelling by geometric constraint satisfaction.Computer-Aided Design, 28(9):707–722, 1996.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Assembly modelling by geometric constraint satisfaction.Computer-Aided Design, 28(9):707–722, 1996

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 4abe5866-bb92-40ee-bbf7-6c0b84df23df · outbound

This paper cites A review on geometric constraint solving.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language A review on geometric constraint solving

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation c6601f30-0277-4269-97d0-96d21c31b473 · outbound

This paper cites Willis, Pradeep Kumar Jayaraman, Hang Chu, Yunsheng Tian, Yifei Li, Daniele Grandi, Aditya Sanghi, Linh Tran, Joseph G.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Willis, Pradeep Kumar Jayaraman, Hang Chu, Yunsheng Tian, Yifei Li, Daniele Grandi, Aditya Sanghi, Linh Tran, Joseph G

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 0fcad348-c6cc-419a-b09a-1cc4cd477a90 · outbound

This paper cites Jones, Karl Willis, Brian Curless, and Adriana Schulz.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Jones, Karl Willis, Brian Curless, and Adriana Schulz

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 720da889-c825-4000-93ce-558962b9e8ff · outbound

This paper cites Willis, and Wojciech Matusik.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Willis, and Wojciech Matusik

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 38fe8046-a650-409a-8e08-ad2edffe116e · outbound

This paper cites an unresolved cited work.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation 821d43b9-7c26-400b-b30d-4057eaec9590 · outbound

This paper cites Cad-assistant: tool-augmented vllms as generic cad task solvers.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Cad-assistant: tool-augmented vllms as generic cad task solvers

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation f27dfbf6-08fc-4ff3-a800-d3863a652c3f · outbound

This paper cites A solver-aided hierarchical language for llm-driven cad design.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language A solver-aided hierarchical language for llm-driven cad design

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Observation b239b275-f60c-41d5-9466-d996abe2dd2f · outbound

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ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language Unresolved cited work

Reference 42

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Observation 43203f99-00de-493f-b60c-33ffd8aa49ec · outbound

This paper cites part_name:port_name.

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language part_name:port_name

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-11T08:28:57.488408Z

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Pith citing papers

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