Paper Citation Record · LEDGER

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation

As of 16 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2608.09296.

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

pith.paper-citation-record.v1
2608.09296 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:00:29.887485Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

24 of 24 outbound references displayed

verified exact5
verified fuzzy1
unresolved17
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c2c2c90-0416-4ae4-9db3-f710d5d8da54 · outbound

This paper cites arXiv:2603.13102.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation arXiv:2603.13102

Reference 2

Resolution: verified exact; raw_fallback, observed 2026-08-11T20:00:30.798943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 31d12078-56aa-4b86-acf4-50086f888246 · outbound

This paper cites Physics-in-the-Loop: A Hybrid Agentic Architecture for Validated CAD Engineering Design.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation Physics-in-the-Loop: A Hybrid Agentic Architecture for Validated CAD Engineering Design

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.717065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a311bb3-d622-4e29-966d-5540fddf4b97 · outbound

This paper cites CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:00:30.630402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c7986aa2-9950-4bee-b646-f668e5a51073 · outbound

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

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.736331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 812c278c-febb-45b6-b924-60469faa912a · outbound

This paper cites Text-to-CAD Evaluation with CADTests.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation Text-to-CAD Evaluation with CADTests

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.766887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3de5227e-6f4e-4801-8b45-6c1425462ff6 · outbound

This paper cites Kimi K2.5: Visual Agentic Intelligence.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation Kimi K2.5: Visual Agentic Intelligence

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.774143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 108626fa-e394-455a-b249-319222b10556 · outbound

This paper cites neuralCAD-Edit: An Expert Benchmark for Multimodal-Instructed 3D CAD Model Editing.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation neuralCAD-Edit: An Expert Benchmark for Multimodal-Instructed 3D CAD Model Editing

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:00:30.443936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d6116dbb-81c9-435a-8a5c-d788f17f5cfc · outbound

This paper cites CADFS: A Big CAD Program Dataset and Framework for Computer-Aided Design with Large Language Models.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation CADFS: A Big CAD Program Dataset and Framework for Computer-Aided Design with Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.785031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af51b0a6-8199-464f-9074-3f5ba70d9be4 · outbound

This paper cites ArtiCAD: Articulated CAD Assembly Design via Multi-Agent Code Generation.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation ArtiCAD: Articulated CAD Assembly Design via Multi-Agent Code Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.789838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dc655eb-415d-462a-af0b-00d8bf0e9580 · outbound

This paper cites Self-Improving CAD Generation Agents with Finite Element Analysis as Feedback.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation Self-Improving CAD Generation Agents with Finite Element Analysis as Feedback

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.795518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcd30059-0f03-4f9c-93d6-096f1d7fd56b · outbound

This paper cites ASAP: Automated Sequence Planning for Complex Robotic Assembly with Physical Feasibility.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation ASAP: Automated Sequence Planning for Complex Robotic Assembly with Physical Feasibility

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:00:30.106426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7782a939-b715-466c-9175-a3c088ddd267 · outbound

This paper cites Text2CAD-Bench: A Benchmark for LLM-based Text-to-Parametric CAD Generation.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation Text2CAD-Bench: A Benchmark for LLM-based Text-to-Parametric CAD Generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.807666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01f20384-3d16-46eb-b785-8572c64b5d04 · outbound

This paper cites grade A or grade B.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation grade A or grade B

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:00:30.870113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 27bc5123-2aed-4914-8e8c-11347171169b · outbound

This paper cites AutoMate: A Dataset and Learning Approach for Automatic Mating of CAD Assemblies.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation AutoMate: A Dataset and Learning Approach for Automatic Mating of CAD Assemblies

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.850803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68ab83c2-66fb-42de-a4be-3823007de1f1 · outbound

This paper cites Text2CAD: Generating Sequential CAD Models from Beginner-to-Expert Level Text Prompts.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation Text2CAD: Generating Sequential CAD Models from Beginner-to-Expert Level Text Prompts

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.858293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb5115d8-818a-4293-9a7d-32bdd2438379 · outbound

This paper cites AssemblyBench: Physics-Aware Assembly of Complex Industrial Objects.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation AssemblyBench: Physics-Aware Assembly of Complex Industrial Objects

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:00:29.946233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c97e3b6e-5ee7-41ee-abf2-7e850b3ad0ac · outbound

This paper cites JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.869158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fbf2463-cfbc-449f-bb08-63c8534eb8ba · outbound

This paper cites Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.873231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19a371c1-6793-420f-b7c8-3fcd3bb7c5f5 · outbound

This paper cites DeepCAD: A Deep Generative Network for Computer-Aided Design Models.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation DeepCAD: A Deep Generative Network for Computer-Aided Design Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.880118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55e89f48-dd86-46f2-a4c8-0b25ae551a98 · outbound

This paper cites BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.887485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4683b823-5aaf-4481-8f6d-96c6e8d12ddb · outbound

This paper cites Ball joints are tested about all three predicted axes.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation Ball joints are tested about all three predicted axes

Reference 200

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T20:00:30.845361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 594a83ec-c869-44e5-8853-e5ec9b9829e0 · outbound

This paper cites ABC: A Big CAD Model Dataset For Geometric Deep Learning.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation ABC: A Big CAD Model Dataset For Geometric Deep Learning

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.760878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f347a7c-60ce-4a8a-9ec9-72ddffc95ecd · outbound

This paper cites CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.723921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9847f1d7-cc78-4c29-9eb4-5ade861e180a · outbound

This paper cites Zero-to-CAD: Agentic Synthesis of Interpretable CAD Programs at Million-Scale Without Real Data.

CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation Zero-to-CAD: Agentic Synthesis of Interpretable CAD Programs at Million-Scale Without Real Data

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-11T20:00:29.702658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.