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Paper Citation Record · LEDGER

Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2502.11140.

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

pith.paper-citation-record.v1
2502.11140 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:41:33.419931Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T17:38:44.178598Z

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 5adcb1f3-6bce-4f10-9a1b-637181841c52 · inbound

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation cites this paper.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:33.419931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:33.419931Z digest=sha256:2305ace717a9accea7e9063f00c2c18c71e2702ff1530fd421521dd8ef1a7027

Observation cd6d59b3-069e-4506-a159-ecdda2664587 · inbound

VizGenie: Toward Self-Refining, Domain-Aware Workflows for Next-Generation Scientific Visualization cites this paper.

VizGenie: Toward Self-Refining, Domain-Aware Workflows for Next-Generation Scientific Visualization Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T16:10:37.362923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:10:37.362923Z digest=sha256:3d7db8ccd73715beebd8aef266aa39970588d9baabd356c84ecbd7c74a46b3cf

Observation 84534781-aa14-45db-9ad5-a0df3314f689 · inbound

Beyond Pixels: Introspective and Interactive Grounding for Visualization Agents cites this paper.

Beyond Pixels: Introspective and Interactive Grounding for Visualization Agents Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-08-05T01:33:16.767001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-09T23:57:44.409962Z digest=sha256:d1e28e9a89c231b9b1b762a4258830d8286cfccd349c9a48a3690f8e03366d51

Observation a1d1032d-ba88-450c-9805-7b9f090fbfc9 · inbound

Demonstrating chart-plot: Closing the Last Mile of Academic Chart Generation cites this paper.

Demonstrating chart-plot: Closing the Last Mile of Academic Chart Generation Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-08-05T01:33:16.767001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T15:24:11.732604Z digest=sha256:7ccf29bb31d8ba3712a6021b2e6cda0bbfe7908aaefe6b3f4cb4522c57674aaf

Observation 9fb5132b-3b9c-47a0-95dc-51c8ceca7660 · inbound

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence cites this paper.

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization

Reference 62

Resolution
metadata mismatch
arxiv_id, observed 2026-08-05T01:33:16.767001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T03:57:19.028507Z digest=sha256:b898700b271eb53f9f9ee022bf00395d6b9acf269aa6f245af7fb683713c7675