Paper Citation Record · LEDGER

InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2407.06423.

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

pith.paper-citation-record.v1
2407.06423 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:49:05.154906Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T17:23:45.093903Z

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 5c7dbe81-1f24-4f4a-b739-d527bf6a496e · inbound

DataLab: A Unified Platform for LLM-Powered Business Intelligence cites this paper.

DataLab: A Unified Platform for LLM-Powered Business Intelligence InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T23:49:05.154906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0afc7db-fa52-45c8-a10c-514c74642818 · inbound

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model cites this paper.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:58.724823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9e452ef-6668-495f-aa4a-2958ae6daba3 · inbound

Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs cites this paper.

Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T11:40:25.701654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics cites this paper.

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 a401e469-b972-4167-9d6c-14a13cbdc6e5 · inbound

Behavioral Intelligence Platforms: From Event Streams to Autonomous Insight via Probabilistic Journey Graphs, Behavioral Knowledge Extraction, and Grounded Language Generation cites this paper.

Behavioral Intelligence Platforms: From Event Streams to Autonomous Insight via Probabilistic Journey Graphs, Behavioral Knowledge Extraction, and Grounded Language Generation InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-15T11:55:33.556031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d3555acc-4498-4a33-aa44-1918df3efed8 · inbound

Towards Autonomous Business Intelligence via Data-to-Insight Discovery Agent cites this paper.

Towards Autonomous Business Intelligence via Data-to-Insight Discovery Agent InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:00:55.949730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1e528c69-ceff-46ce-9a1b-bd2f0d947ea8 · inbound

Towards Autonomous Business Intelligence via Data-to-Insight Discovery Agent cites this paper.

Towards Autonomous Business Intelligence via Data-to-Insight Discovery Agent InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:01:26.004773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f6403b7c-9624-4915-b5c9-98eb88489997 · inbound

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

Discovery Agents for Real-Time Analytics: Toward Proactive Insight Systems InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:23:45.095389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.