Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:46:56.334492Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 100 of 142 outbound references and 4 inbound Pith citation observations for arXiv:2505.18223.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:46:56.334492Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T02:02:25.908482Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
100 of 142 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation ecc08bef-6e53-407b-90a6-bd6714fc6d3b · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://openai.com/chatgpt/overview/
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Observation a41767eb-7ca6-4088-954c-269d6eab8387 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://kdigo.org/guidelines/ ckd-evaluation-and-management/
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://claude.ai/login?returnTo=%2F%3F
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Observation ed4e1285-fefe-4e8d-b6e1-3edd4299a2fd · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://www.deepseek.com/
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https:// playwright.dev/python/
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Observation 12090ef0-2de9-4b51-96f1-f07cf0f1200c · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://gemini.google.com/app
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://grok.com/?ref=findaitools
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Observation fd3e7bcf-80ca-424c-b9ed-081d2689aa73 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://openai.com/index/ improvements-to-data-analysis-in-chatgpt/
Reference 8
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://www.anthropic.com/news/ analysis-tool
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Observation 8e32d172-f5d9-4b65-9f9e-b1af06aa87a9 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://github.com/ jupyterlab/jupyter-ai
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Observation 17cef869-52e8-44ac-818f-818f24ec8b60 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://www.kaggle.com/
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Observation 220e6105-e3d3-44f4-a087-ef6266520e49 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://docs.litellm.ai/docs/
Reference 12
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Observation b327b415-f453-4565-a74a-c816d7cf279e · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://www.llama.com/
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Observation e1af57cb-18b0-401e-bcf5-60318fa7072a · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://corporatefinanceinstitute.com/ resources/financial-modeling/modeloff-guide/
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Observation f29a29f3-9504-43be-b4fe-f2acdad40c95 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://openai.com/index/ o3-o4-mini-system-card/
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Observation 55ecbb75-05d9-4bc2-a787-3e58880c994e · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://kaggle.com/code/alexisbcook/titanic-tutorial
Reference 16
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Observation 4687eb9c-b3e6-4030-8e45-1afd5713a692 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://www.vectara.com/blog/ deepseek-r1-hallucinates-more-than-deepseek-v3 , January 2025
Reference 17
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Observation a698d4cf-d334-407d-af67-bf19a9a02aef · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Open Interpreter, May 2025
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Observation 07a9dd83-13f9-4c37-9576-b59a4c52162f · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, et al
Reference 19
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Observation 8ad22ae2-09e4-42c1-aab4-d0d2f5cb6386 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models
Reference 20
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Observation 2e918e4a-0b65-44f3-9b62-c41910c0a583 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
Reference 21
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Observation df06d733-c902-43df-9227-a54d2731aed1 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Early Childhood Behavioral Inhibition and Social and School Adjustment in Chinese Children: A 5-Year Longitudinal Study
Reference 22
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Observation eca5cf31-f3d9-4976-a35d-880601388019 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Behavioral Inhibition in Early Childhood and Adjustment in Late Adolescence in China.Child Development, 92(3):994–1010, 2021
Reference 23
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Observation 5c903be9-bd00-43ea-b1e0-4fbf847208b4 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Baker, Benjamin Burns, Daniel Adu-Ampratwum, Xuhui Huang, Xia Ning, Song Gao, Yu Su, and Huan Sun
Reference 24
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Observation 87564adc-cdd4-4ac4-bdad-8f60b51a973e · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work
Reference 25
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Observation 1e3b15ee-293c-4733-b6e3-4af49fde5232 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work
Reference 26
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Observation 9ead89f3-e925-4acf-8c66-4ffe2717f0da · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis MIND2WEB: Towards a generalist agent for the web
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Observation 2fe20fad-f943-4737-bda9-c6edd4795ac7 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Zhang, Lanyi Zhu, Mike A Merrill, Jeffrey Heer, and Tim Althoff
Reference 28
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Observation 067149e5-a82c-4071-bb41-2f4c2f1f42f7 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis ConvCodeWorld: Bench- marking Conversational Code Generation in Reproducible Feedback Environments
Reference 29
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Observation 60934f52-c90c-4d92-92cc-cf81c547b73b · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks
Reference 30
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Observation d5ed60d4-38f9-460b-b43b-87f2e4bb42fa · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis MLAgentBench: Evaluating language agents on machine learning experimentation
Reference 31
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Observation 00c6d552-a65e-4b11-b0d8-dd904dcedb00 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis SimulBench: Evaluating Language Models with Creative Simulation Tasks
Reference 32
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Observation 73a77602-0ddb-4a60-8045-dc76370cd9e9 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Taylor, and Dan Roth
Reference 33
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Observation df4daca1-9a70-4436-ba7a-c4b4b2c4e9f8 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis AIDE: AI-Driven Exploration in the Space of Code, February 2025
Reference 34
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Observation 55507d96-4c19-4e77-9c5e-00ed4191bdb0 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik R
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Observation 85873741-2204-46ab-8cf8-1ba307bdc009 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? In The Thirteenth International Conference on Learning Representations, October 2024
Reference 36
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Observation 9b0cbea0-f729-4ed9-b56d-f03645362316 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis LLMs Get Lost In Multi-Turn Conversation, May 2025
Reference 37
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Observation a1199356-618e-42fd-bdfc-e50642333817 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis DS-1000: A natural and reliable benchmark for data science code generation
Reference 38
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Observation 5f43f6a3-b435-41d4-8e79-db623e2813f6 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Leonard, Nathan Kuppermann, Cody Olsen, Lynn Babcock-Cimpello, Kathleen Brown, Prashant Mahajan, Kathleen M
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Observation ed27d3d4-fbaa-41c4-be84-3ad53b669655 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents, March 2024
Reference 40
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Observation 2c76353b-32fe-49dc-a1f9-af89600519a1 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
Reference 41
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Observation 1c0c93ff-7d7d-4af5-9ab0-2ac602e76c00 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Nigrovic, Alexander J
Reference 42
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Observation 4b1a4f80-c4f0-4818-84fc-50219cf352ac · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Missing Women and the Price of Tea in China: The Effect of Sex-Specific Earnings on Sex Imbalance
Reference 43
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Observation bcdc709e-79db-4d47-9f3f-95d223eb86eb · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Bishop, Wei Li, Folawiyo Campbell-Ajala, Daniel Kenji Toyama, Robert James Berry, Divya Tyamagundlu, Timothy P
Reference 44
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Observation 73ec0527-2e98-4d3a-97f3-eaa7ef0d0496 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis AutoGPT, May 2025
Reference 45
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Increasing Trans- parency Through a Multiverse Analysis
Reference 46
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Observation 198f234e-32b0-4d2d-ab5b-39686a365605 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Sullivan, Wanze Xie, Stefania Conte, John E
Reference 47
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Observation 3e7f517e-40f4-49a4-ae03-559ae0e85d12 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis A macroscope in the redwoods
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Meeseeks: An Iterative Benchmark Evaluating LLMs Multi-Turn Instruction- Following Ability, April 2025
Reference 49
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Observation 30c605ce-766a-424f-80b7-25f95ad3fa4b · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation, April 2025
Reference 50
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Observation 8a4f9766-4b2d-4c38-b962-8fed31bcdae1 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis White, Doug Burger, and Chi Wang
Reference 51
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Observation 5987d22d-b5c8-4ae0-ad9c-57b282e34dbf · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Reference 52
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis InterCode: Standardizing and benchmarking interactive coding with execution feedback
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Narasimhan
Reference 54
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work
Reference 55
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Observation 6a4904fb-7fca-4e45-9db5-b539db6374c3 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving, April 2025
Reference 56
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Benchmarking Data Science Agents
Reference 58
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Decision Company
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Observation 356f18bc-fadf-4c13-bec4-a7172f015410 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis - Before taking consequential actions that update the dataset, list the action details and obtain explicit user confirmation (yes) to proceed
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis - Adding analysis beyond the requested task
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis The user has given you full permission to execute any code necessary to complete the task
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis guardian
Reference 64
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Observation 9f9fd221-fe99-4e1b-ba9d-f6a10dd73f03 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis thought": <the reasoning process of the gatekeeper>
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Reference 68
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Reference 69
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work
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Reference 75
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Reference 76
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis System prompt of the shard user
Reference 77
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Reference 78
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Reference 79
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work
Reference 80
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work
Reference 81
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Observation 68fd14cb-7d3b-49db-a844-7b2ec6880530 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Consider these alternative directions:
Reference 82
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Observation c0640aac-3e59-48a3-8f5f-f7751b82b3d3 · outbound
IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work
Reference 83
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IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis thought":
Reference 84
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Observation 08b44ea8-7e94-43b7-ae2c-59c7fe631b6d · outbound
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