Paper Citation Record · LEDGER

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation

As of 23 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 5 inbound Pith citation observations for arXiv:2602.03045.

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

pith.paper-citation-record.v1
2602.03045 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:11:15.564891Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:26:19.262282Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T15:18:33.615781Z

Reference resolution

19 of 19 outbound references displayed

verified exact0
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8427df04-635f-4c86-ae87-33e0fe017c0d · outbound

This paper cites an unresolved cited work.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:13.718491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 595efcb3-41f5-42ea-8aa1-a719da68139a · outbound

This paper cites is_misleading.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation is_misleading

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:13.574280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dd7be0a-e442-4b50-bac4-affa8ad588c4 · outbound

This paper cites approxi- mately.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation approxi- mately

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:14.186628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e1098c8-fd01-4ab6-8803-8c95afa25ab5 · outbound

This paper cites Provide concise and specific answers.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Provide concise and specific answers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:13.816403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94cc0351-3325-4cf5-9af8-72a58164453d · outbound

This paper cites an unresolved cited work.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:13.893161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f7c6053-f2d1-49ff-97fd-d8dbfb39cd8f · outbound

This paper cites an unresolved cited work.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:14.038516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a27494c-1000-480f-a6d8-d25fe6529ed8 · outbound

This paper cites a hollow rectangular frame,.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation a hollow rectangular frame,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:14.367537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3e4ee30-779f-4e18-a8c5-bb32f98aea91 · outbound

This paper cites an unresolved cited work.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:14.453816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff952480-b540-4a77-9c5a-78785176622e · outbound

This paper cites an unresolved cited work.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:14.546797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bc13338-a9a9-4bf5-8b9f-8d1bf6c19a9c · outbound

This paper cites an unresolved cited work.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:14.601372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4769d059-b6a7-4350-bcf3-f4d3b2234adb · outbound

This paper cites origin” and “workplane.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation origin” and “workplane

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:14.674759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c7e79ae-c8e1-4c74-9565-1b1e3d265583 · outbound

This paper cites an unresolved cited work.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:14.750746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91bed962-df59-4606-8bca-103a36948d34 · outbound

This paper cites an unresolved cited work.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:14.824035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c546612-087d-49ca-a600-292571ee55d9 · outbound

This paper cites an unresolved cited work.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:14.973971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e070548-d929-44a8-80cb-132439c18918 · outbound

This paper cites Each question must directly resolve one ambiguity you introduced.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Each question must directly resolve one ambiguity you introduced

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:15.177260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e4db84f-55fb-4918-961b-99c11b1ab290 · outbound

This paper cites Each answer should provide the correct value or specification from the original RIGHT PROMPT that resolves the corresponding ambiguity.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Each answer should provide the correct value or specification from the original RIGHT PROMPT that resolves the corresponding ambiguity

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:15.300579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b52c0c0-9ef6-4bf1-9f17-ea2e2d5c7404 · outbound

This paper cites an unresolved cited work.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:15.436897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc4e5a9e-3e83-4d41-9162-beb65a228b6c · outbound

This paper cites clarity winner.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation clarity winner

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:15.564891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56ce87b4-0568-43c6-a03b-60f7e753c3b1 · outbound

This paper cites What are the coordinates of the shifted workplane origin (the exact shift vector)?.

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation What are the coordinates of the shifted workplane origin (the exact shift vector)?

Reference 200

Resolution: unresolved; no resolver link, observed 2026-08-03T05:11:13.481475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 46fd3496-8947-4683-a67d-bb6b0b43ab49 · inbound

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning cites this paper.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:37:37.003823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 47edbcff-a7b3-4101-8738-5f9b6d6344a5 · inbound

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

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-03T15:18:33.616977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7115f5f7-872f-4b1e-96e2-45ed1d9364b5 · inbound

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

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-01T07:35:28.864906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation be4a0bed-2128-4d80-8c93-94f3b2d59d54 · inbound

WorldBagel: Uncovering the Power of Unified Multimodal Models for Vision-Language-Action-World Modeling cites this paper.

WorldBagel: Uncovering the Power of Unified Multimodal Models for Vision-Language-Action-World Modeling Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation

Reference 58

Resolution: unresolved; no resolver link, observed 2026-07-12T02:19:35.281990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef96c2b5-9ed7-4166-94d0-f94a0169e73a · inbound

Wrong Design Intent Is Worse Than Never Conditioning: A Derangement-Control Diagnosis of Header Conditioning in CAD Program Completion cites this paper.

Wrong Design Intent Is Worse Than Never Conditioning: A Derangement-Control Diagnosis of Header Conditioning in CAD Program Completion Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T03:26:19.262282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.