Paper Citation Record · LEDGER

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

As of 14 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 5 inbound Pith citation observations for arXiv:2502.00988.

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

pith.paper-citation-record.v1
2502.00988 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:04:03.712995Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:57:37.184027Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T11:11:27.479067Z

Reference resolution

27 of 27 outbound references displayed

verified exact1
verified fuzzy2
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 59f4fafc-4c26-4391-881d-9973c5a59a24 · outbound

This paper cites GPT-4 Technical Report.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback GPT-4 Technical Report

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:04:03.956922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 11a6ff3b-5c62-4083-af75-a52e70f3da85 · outbound

This paper cites The Visualization JUDGE : Can Multimodal Foundation Models Guide Visualization Design Through Visual Perception?.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback The Visualization JUDGE : Can Multimodal Foundation Models Guide Visualization Design Through Visual Perception?

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-09T17:04:03.862097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fb24ff5f-29a6-4669-a93a-7d7ba1edd917 · outbound

This paper cites Is GPT-4 a Good Data Analyst?.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Is GPT-4 a Good Data Analyst?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.628868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40713153-40f9-43ae-b1f9-e73e31c6c2eb · outbound

This paper cites an unresolved cited work.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.632730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8312565-f96f-4edb-86cd-86fac0f6a26e · outbound

This paper cites Dibia and Ça ˘gatay Demiralp.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Dibia and Ça ˘gatay Demiralp

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:04:03.946708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 019101d6-bccf-415a-9511-0edabf912fed · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.639377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4b55464-2fc1-49e0-b955-8d22184c28ec · outbound

This paper cites an unresolved cited work.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:04:03.937129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a4c0255b-d4ed-4b93-8682-8888b546ce03 · outbound

This paper cites an unresolved cited work.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:04:03.927375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 10eb3de3-25c3-4b95-ba72-4e1f066973b1 · outbound

This paper cites WizardCoder: Empowering Code Large Language Models with Evol-Instruct.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.650186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48700d05-6c57-4be1-ab7e-b330ef4aa498 · outbound

This paper cites an unresolved cited work.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:04:03.916822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 53232b3a-b912-45ef-9101-ff0559dd7eaf · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback WebGPT: Browser-assisted question-answering with human feedback

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.657646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a95aca59-72e8-4089-b61f-7211a1f31509 · outbound

This paper cites an unresolved cited work.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:04:03.907320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a869dd1b-590d-47aa-af24-f258c7256e12 · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Gorilla: Large Language Model Connected with Massive APIs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.664149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f560dcc5-0324-419a-b021-5d076a708734 · outbound

This paper cites an unresolved cited work.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:04:03.897591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e9fad9ae-4860-40a8-a60b-f33af7d20e68 · outbound

This paper cites WebCPM: Interactive Web Search for Chinese Long-form Question Answering.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback WebCPM: Interactive Web Search for Chinese Long-form Question Answering

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.671401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fb1d9ef-58db-4eee-9ab2-a9a95849ac33 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.674743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca8a225e-85c9-4d69-9b15-74d0426293a2 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Code Llama: Open Foundation Models for Code

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.681839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2df0edb-a207-4e23-9f83-357dde199fc2 · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.684809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc394d1b-4913-4b58-97d0-5ba85af45c7f · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.688221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 897fefa9-c966-43bf-b7e6-eca28fe087d7 · outbound

This paper cites an unresolved cited work.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:04:03.888052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7b0ce7bb-7cd6-4217-8b92-1dec0eba155f · outbound

This paper cites an unresolved cited work.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:04:03.878063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aea95380-a397-4324-80ee-a96737a7139b · outbound

This paper cites Magicoder: Empowering Code Generation with OSS-Instruct.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Magicoder: Empowering Code Generation with OSS-Instruct

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.696982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee20c588-2ee0-4062-abce-302b8aa967b2 · outbound

This paper cites OpenAgents: An Open Platform for Language Agents in the Wild.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback OpenAgents: An Open Platform for Language Agents in the Wild

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.700390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea9df5af-d19a-4a18-b98e-e4c871049a20 · outbound

This paper cites HAIChart: Human and AI Paired Visualization System.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback HAIChart: Human and AI Paired Visualization System

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.703460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f649658-550c-41c6-801e-b0f4b22412e3 · outbound

This paper cites MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.706582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e40de2a-dc79-4783-a523-2a26f5a6d9a2 · outbound

This paper cites an unresolved cited work.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.709816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 158df8a7-3f1d-4a63-8462-4ceab7e14e22 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T17:04:03.712995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 749c853f-9963-4c5e-9e59-3811e078d3df · inbound

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization cites this paper.

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:57:37.184027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a17f1001-e507-4e90-9549-5544be563bdc · inbound

VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction cites this paper.

VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-22T11:11:27.482067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3aeafad7-2f51-49b6-ba87-c104a69c3f49 · inbound

Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation cites this paper.

Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:01:10.647783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 252ba5fc-b59c-48b6-991b-52e51876dc90 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:33:12.576622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 51d6033a-9426-4bf9-9f08-2035e1f9a838 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-02T13:43:34.134626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.