Paper Citation Record · LEDGER

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

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.04417.

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

pith.paper-citation-record.v1
2503.04417 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:34:18.389735Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 66a697e4-5e17-400f-8b3d-c4d0bbc93459 · inbound

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

CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation From Idea to CAD: A Language Model-Driven Multi-Agent System for Collaborative Design

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T15:34:18.389735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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 4a635e50-a5b4-401f-81a6-8cd62551e942 · inbound

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

Physics-in-the-Loop: A Hybrid Agentic Architecture for Validated CAD Engineering Design From Idea to CAD: A Language Model-Driven Multi-Agent System for Collaborative Design

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:58:04.794096Z

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 beec3361-eab6-4159-85ec-36d6ea650e4f · inbound

Memory-Augmented Reinforcement Learning Agent for CAD Generation cites this paper.

Memory-Augmented Reinforcement Learning Agent for CAD Generation From Idea to CAD: A Language Model-Driven Multi-Agent System for Collaborative Design

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:18:03.046701Z

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.