Paper Citation Record · LEDGER

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2607.28033.

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

pith.paper-citation-record.v1
2607.28033 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T19:54:08.590179Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

verified exact1
verified fuzzy0
unresolved44
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e1ee3544-3cf6-422a-aaa7-51dab5241a87 · outbound

This paper cites 2025.Claude Code: An Agentic Coding Tool.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness 2025.Claude Code: An Agentic Coding Tool

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:07.464704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82b51ebb-c6d6-4b2e-903e-7917d7c36772 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:07.546704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1905624-988c-4fdd-a3df-901a900542d1 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:07.653884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8bb039e-38d3-4874-aad7-1e859d7c2446 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:07.733235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fef3aa3-8e6f-4b5f-9e19-5988d8eaca27 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Evaluating Large Language Models Trained on Code

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:07.872381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f671eb6-ee82-48da-a0c0-b19ac6eca6b6 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.036540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 586e314b-b762-424d-b5d8-bd7a6ce4b215 · outbound

This paper cites WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.200975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b6306c8-17af-4a00-bd30-9d2331ff07a6 · outbound

This paper cites DABstep: Data Agent Benchmark for Multi-step Reasoning.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness DABstep: Data Agent Benchmark for Multi-step Reasoning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.368823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc7f1967-15e2-4ca2-9102-a5c77471b5d3 · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness GLM-5: from Vibe Coding to Agentic Engineering

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.424746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b7798bc-7e88-48d5-b255-6f7969674115 · outbound

This paper cites GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.429432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96b56ec2-9993-47c0-836e-c3d0354c4f7e · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.434369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d767a33-b658-40aa-a247-2492f12bfd04 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.438537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0a89012-0e3a-4779-9c04-69a4804e7c70 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.442926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d4f3431-3730-4fc0-9e02-153e04c1c95c · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.447054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b81538a5-d210-4ce4-9d54-f1b5517b1997 · outbound

This paper cites FinanceBench: A New Benchmark for Financial Question Answering.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness FinanceBench: A New Benchmark for Financial Question Answering

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.451269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78a16ad9-3e05-41eb-9190-00f1664a844e · outbound

This paper cites ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.455823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5617336-597e-4526-9ee6-f7bab0feb53b · outbound

This paper cites Kimi K2: Open Agentic Intelligence.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Kimi K2: Open Agentic Intelligence

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.460216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a012d1b-edcd-4d54-9df8-89d2170e8017 · outbound

This paper cites DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.464457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 996938e0-cb8f-4489-8df8-66cbd9e700c3 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.469328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561ba190-73de-48dd-9104-52a735b1f8e6 · outbound

This paper cites Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.473423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79c89d99-67be-49f0-b813-f9187972d75c · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.477956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 044cd016-14aa-4c6c-b2d7-0e62277acb76 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness AgentBench: Evaluating LLMs as Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.487404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e3e9838-af39-45d0-8d31-80b35e438d76 · outbound

This paper cites McKeeman.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness McKeeman

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.491484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a410feff-cd3e-4a6e-93f1-ddb03dec35a5 · outbound

This paper cites The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.495514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 823a1da3-cc0a-4dc8-aca9-c7a507d7ba54 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.499804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7cdd8dd-af68-42af-9bd1-26a17b069796 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.504209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7ff8bb6-690d-47bf-b972-a4a0ac6af1be · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.508322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84e7f823-fdec-4f28-885f-2d6bd97d3494 · outbound

This paper cites 2025.MySQL: The World’s Most Popular Open Source Database.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness 2025.MySQL: The World’s Most Popular Open Source Database

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.512415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4380eb6a-6615-4e01-9094-900b3d89db35 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.516831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49c1138-a146-48c6-8a93-26336ec44999 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 30

Resolution: malformed identifier; no resolver link, observed 2026-07-31T19:54:08.526050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a61af432-811c-460f-a87b-e5209a090bc3 · outbound

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

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.521261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ee2421c-3796-488a-a1e9-805ebdfa1c7c · outbound

This paper cites 2025.CodeBuddy: An Agentic Coding and Development Platform.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness 2025.CodeBuddy: An Agentic Coding and Development Platform

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.534027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c085e00-6227-4583-bcb6-dc814b339c2b · outbound

This paper cites 2025.OpenClaw: Open-Source Personal AI Assistant.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness 2025.OpenClaw: Open-Source Personal AI Assistant

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.530105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dde50c52-1f5d-4dd6-8b0a-a22f35c208b9 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.542503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23568056-e6fb-407d-bd74-c4ae4cb7e456 · outbound

This paper cites 2026.Hy3: A 295B Mixture-of-Experts Large Language Model.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness 2026.Hy3: A 295B Mixture-of-Experts Large Language Model

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.538496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97e60f84-29d8-4014-8e9b-4080cb8f63f0 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.551294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7761b0a8-c03b-43d6-9ee7-f924f4de7fff · outbound

This paper cites MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.546745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77344f6c-a682-4c13-957d-39b1ee49ab95 · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.568668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9421e6f7-af1f-4eab-917b-2e70ee7eec38 · outbound

This paper cites Franklin, Scott Shenker, and Ion Stoica.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Franklin, Scott Shenker, and Ion Stoica

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.577411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f88b284-d8a9-4423-a3e1-426e44f5d2eb · outbound

This paper cites an unresolved cited work.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.559597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e0c004d-3eaf-40f8-b00b-b45f3dd57776 · outbound

This paper cites Claw-Eval: Towards Trustworthy Evaluation of Autonomous Agents.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Claw-Eval: Towards Trustworthy Evaluation of Autonomous Agents

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.564257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3c6fd39-7930-45a7-8f9a-6c06f60fa799 · outbound

This paper cites Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.590179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16fbe94d-6834-4913-8516-dd41752bc829 · outbound

This paper cites DataClawBench: An Agent Benchmark for Exploratory Real-World Financial Data Analysis.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness DataClawBench: An Agent Benchmark for Exploratory Real-World Financial Data Analysis

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-07-31T19:56:36.534906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 44ae7661-98e1-42cb-b5c3-e448c9103f04 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.585942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a461094-46fe-4d13-8da3-e2a438eb5255 · outbound

This paper cites InConference on Empirical Methods in Natural Language Processing (EMNLP).

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness InConference on Empirical Methods in Natural Language Processing (EMNLP)

Reference 2018

Resolution: malformed identifier; no resolver link, observed 2026-07-31T19:54:08.573290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05eaa234-5e67-4680-bf4c-949737e83b25 · outbound

This paper cites Generative Judge for Evaluating Alignment.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Generative Judge for Evaluating Alignment

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.482280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88bfc34a-aa45-4250-b1f7-d452d5cfdc00 · outbound

This paper cites FDABench: A Benchmark for Data Agents on Analytical Queries over Heterogeneous Data.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness FDABench: A Benchmark for Data Agents on Analytical Queries over Heterogeneous Data

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.555375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.