Paper Citation Record · LEDGER

CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2412.13810.

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

pith.paper-citation-record.v1
2412.13810 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:34:18.576470Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 25b679ba-031e-40af-8304-757bed4bf10c · 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 CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T15:34:18.576470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfa61589-0cc5-4419-94a0-46f8bb122df7 · inbound

CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward cites this paper.

CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-19T14:12:22.403614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d2790671-d591-4b42-91c2-ca635313b9c3 · inbound

CADDesigner: Conceptual CAD Model Generation with a General-Purpose Agent cites this paper.

CADDesigner: Conceptual CAD Model Generation with a General-Purpose Agent CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-19T01:11:57.273565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d6270c8a-c613-4ef6-b5ce-7620b9511c80 · inbound

CADDesigner: Conceptual CAD Model Generation with a General-Purpose Agent cites this paper.

CADDesigner: Conceptual CAD Model Generation with a General-Purpose Agent CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-21T23:05:43.487253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 830b595b-cb50-498b-a9c2-2ded29214a7f · inbound

BrepLLM: Enabling Large Language Models to Understand Boundary Representations cites this paper.

BrepLLM: Enabling Large Language Models to Understand Boundary Representations CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T15:37:20.477779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f43447c-b7d6-45ec-ae84-791274854e67 · 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 CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:58:04.813312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9cbd051e-ac26-4c3d-a35c-8e5d34b2726f · inbound

Blended Chart Surfaces: A Seamless Explicit Representation for Smooth Surface Fitting cites this paper.

Blended Chart Surfaces: A Seamless Explicit Representation for Smooth Surface Fitting CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:39:04.565041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.