Paper Citation Record · LEDGER

How Good is ChatGPT in Giving Advice on Your Visualization Design?

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2310.09617.

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

pith.paper-citation-record.v1
2310.09617 v5

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 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:37:15.016879Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:41:17.291461Z

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 796c37e2-a472-4b07-9bfb-8a2116c00088 · inbound

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation cites this paper.

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation How Good is ChatGPT in Giving Advice on Your Visualization Design?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T13:37:15.016879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2da8a6a-e17a-40d1-bc59-55aa6ed95681 · inbound

Leveraging LLMs for Persona-Based Visualization of Election Data cites this paper.

Leveraging LLMs for Persona-Based Visualization of Election Data How Good is ChatGPT in Giving Advice on Your Visualization Design?

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T12:20:27.859572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33acce8a-c115-4ba2-abc9-b440445d2da8 · inbound

Understanding Why ChatGPT Outperforms Humans in Visualization Design Advice cites this paper.

Understanding Why ChatGPT Outperforms Humans in Visualization Design Advice How Good is ChatGPT in Giving Advice on Your Visualization Design?

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T05:41:17.299958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 973ea36a-a2f9-43be-a00e-c9cacacfb3cf · inbound

Automated Visualization Makeovers with LLMs cites this paper.

Automated Visualization Makeovers with LLMs How Good is ChatGPT in Giving Advice on Your Visualization Design?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:31.230231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.