Paper Citation Record · LEDGER

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics

As of 20 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 3 inbound Pith citation observations for arXiv:2505.23695.

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

pith.paper-citation-record.v1
2505.23695 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:42:47.901488Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-08T04:34:05.733204Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

36 of 36 outbound references displayed

verified exact3
verified fuzzy1
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 4df51da0-ee68-4d43-b849-6d630707cde0 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:51.188769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2c70e631-0804-4dd4-8963-29250265353a · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:51.056736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3886d3c8-d975-4f71-81e0-a9f3d9b3c602 · outbound

This paper cites schraefel.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics schraefel

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:46.345012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 936b5e97-17af-4d0c-8fbb-c18ffce2ae12 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:50.890436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6a4ba2bc-234c-4437-85a0-adf5b06a0189 · outbound

This paper cites Choudhary.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Choudhary

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:50.790048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 82c81778-1cad-4583-88b4-b626956664d5 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-08-07T12:42:48.094614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5217163c-917b-49b2-9448-edc4a49c8149 · outbound

This paper cites LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:46.472940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 755fab8d-5605-436a-b876-739b654835c0 · outbound

This paper cites 2004.Domain-driven design: tackling complexity in the heart of software.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics 2004.Domain-driven design: tackling complexity in the heart of software

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:46.510767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7939e916-09ec-44d2-8f44-2671beaf71a5 · outbound

This paper cites Gomez, Hua Guo, Caroline Ziemkiewicz, and David H.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Gomez, Hua Guo, Caroline Ziemkiewicz, and David H

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:46.545295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9e9011b-a9b4-4129-9d04-d6193f3e8530 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:50.654071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cdb6d396-c8b3-48ac-a45d-a2f388a45b48 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:50.461525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f30a132c-dc4c-40a2-9579-0b76debf734f · outbound

This paper cites G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:46.699221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f07dc48-9b7c-4cad-811e-74eab16d7501 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:46.749629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0deb9831-bdf8-45a2-a065-5626287b5d1c · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:50.304160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 64c2e1b7-45df-4639-8c5b-7ff82a25a9f2 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:46.834138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b96ad4aa-42d9-44c4-a8ef-2fd2e184663d · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:50.133280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a80cc310-2ec8-4bd5-8d9a-b877dc8f20ed · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:49.946621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e1924075-83c4-441c-998a-df3932879794 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:49.776613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6c3a34c4-460a-425c-89a9-d2fdfd349d5a · outbound

This paper cites An LLM-Based Approach for Insight Generation in Data Analysis.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics An LLM-Based Approach for Insight Generation in Data Analysis

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:42:48.384690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 65b27a04-62cd-4d7a-963e-5f8044581a49 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:49.623988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 04c04629-cfe6-4fa2-a4b6-79727a7a2c7d · outbound

This paper cites InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:47.103621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e7a49df-2347-4d4b-8c9a-91aeb52852f4 · outbound

This paper cites Saraiya, C.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Saraiya, C

Reference 22

Resolution: verified exact; doi, observed 2026-08-07T12:42:48.021032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 66c43569-7449-4514-9427-efefd0c19b3a · outbound

This paper cites Saraiya, C.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Saraiya, C

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:47.232205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1eecf9a-0d91-4493-b806-7a3223852b09 · outbound

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

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:47.280818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f78e2b24-1ecd-43f7-8f98-cc5fa5d3dec0 · outbound

This paper cites Drucker, Alex Endert, and John Stasko.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Drucker, Alex Endert, and John Stasko

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:47.341915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 434615ec-a6a2-4a56-96f2-04f2b7473fce · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:49.421516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 12a90733-3bb4-4370-addd-ae206577c208 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:49.224685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1d685077-6f95-4e10-a8ca-fcb2401cc0dd · outbound

This paper cites ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:47.573987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3c2d45c-fdb8-495f-b08a-a689bed4aae5 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:49.060155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 62790ebf-2052-4363-bf08-d146ad953803 · outbound

This paper cites LLM4Vis: Explainable Visualization Recommendation using ChatGPT.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics LLM4Vis: Explainable Visualization Recommendation using ChatGPT

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:47.677967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32c6396e-5d05-4c87-8a3a-64921780ee95 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:48.836563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 989d9b4d-b81d-4e41-9aca-94bc531237d2 · outbound

This paper cites an unresolved cited work.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:48.691089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8a6988e1-fa4d-42f3-adb6-3088084157d1 · outbound

This paper cites ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:47.827185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27811fad-dc02-41ba-b406-3192b30668f2 · outbound

This paper cites ChartBench: A Benchmark for Complex Visual Reasoning in Charts.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics ChartBench: A Benchmark for Complex Visual Reasoning in Charts

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:47.861300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9581739a-54bd-451b-b4ba-43ffb571d55d · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:47.901488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bf9a2d9-da0c-4efb-8e27-be3197e536e6 · outbound

This paper cites ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:46.862609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 208df021-9f38-424d-b88d-a824a540778c · inbound

Autark: A Serverless Toolkit for Prototyping Urban Visual Analytics Systems cites this paper.

Autark: A Serverless Toolkit for Prototyping Urban Visual Analytics Systems Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:29:43.646609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6f0d1299-16a4-44fe-a367-b7c5486d30e5 · inbound

Discovery Agents for Real-Time Analytics: Toward Proactive Insight Systems cites this paper.

Discovery Agents for Real-Time Analytics: Toward Proactive Insight Systems Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:23:45.083764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0e53458e-7e3a-4bd2-8e98-f692e9b3d7f0 · inbound

Data Analysis in the Wild: Benchmarking Large Language Models Against Real-World Data Complexities cites this paper.

Data Analysis in the Wild: Benchmarking Large Language Models Against Real-World Data Complexities Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-07-08T04:34:31.180470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.