Paper Citation Record · LEDGER

Benchmarking Data Science Agents

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2402.17168.

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

pith.paper-citation-record.v1
2402.17168 v1

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 2026-08-21T06:32:19.484+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:56:02.675582Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a2ed1429-c327-4ad6-8ac8-d2e894e2a3ca · inbound

Interactive Data Harmonization with LLM Agents: Opportunities and Challenges cites this paper.

Interactive Data Harmonization with LLM Agents: Opportunities and Challenges Benchmarking Data Science Agents

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-08T13:45:49.733931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef6457dc-2efe-4937-ac1b-ee6f4a1f7cee · inbound

Large Language Model Agent: A Survey on Methodology, Applications and Challenges cites this paper.

Large Language Model Agent: A Survey on Methodology, Applications and Challenges Benchmarking Data Science Agents

Reference 139

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:52:10.381968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0c5fbab4-3386-4b8c-9573-bf08a0ea9527 · inbound

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey cites this paper.

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Benchmarking Data Science Agents

Reference 172

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.675582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4de4f6d1-b4ea-4d4e-985b-bc5f46820451 · inbound

MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering cites this paper.

MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering Benchmarking Data Science Agents

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T22:11:54.231044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23a9d37c-682d-49bf-b918-82cc5a85db64 · inbound

DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation cites this paper.

DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation Benchmarking Data Science Agents

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:39.747424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bd3dcb2-853e-41e9-a90f-a39c54cc433b · inbound

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey cites this paper.

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey Benchmarking Data Science Agents

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-07T06:00:19.486540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91dc55bc-1c01-4da7-8b2e-03b5a330c0a2 · inbound

Memory in the Age of AI Agents cites this paper.

Memory in the Age of AI Agents Benchmarking Data Science Agents

Reference 300

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T18:18:20.523646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 110eafb3-25be-4e6d-bc56-406c758754ae · inbound

Business Utility of Large Language Models as Exploratory Data Analysis Agents cites this paper.

Business Utility of Large Language Models as Exploratory Data Analysis Agents Benchmarking Data Science Agents

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T23:35:07.009837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.