Paper Citation Record · LEDGER

SciDataSailor: Deep Scientific Data Exploring

As of 7 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 2 inbound Pith citation observations for arXiv:2607.28098.

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

pith.paper-citation-record.v1
2607.28098 v1

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T15:02:42.604007Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T03:20:50.048642Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

77 of 77 outbound references displayed

verified exact0
verified fuzzy0
unresolved75
parse uncertain1
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a19c0c4d-d261-4b45-8320-ea803f21b9e0 · outbound

This paper cites Data mining and knowledge discovery in databases: implications for scientific databases.

SciDataSailor: Deep Scientific Data Exploring Data mining and knowledge discovery in databases: implications for scientific databases

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:35.844070Z

Source-reported events for the cited work

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Observation f7ec372e-741f-4dab-a31b-50a8596daef3 · outbound

This paper cites Scidatacopilot: An agentic data preparation framework for agi-driven scientific discovery.

SciDataSailor: Deep Scientific Data Exploring Scidatacopilot: An agentic data preparation framework for agi-driven scientific discovery

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:35.949271Z

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Observation c4a75035-a32d-4996-b119-042fa16945cf · outbound

This paper cites Cellvoyager: Ai compbio agent generates new insights by autonomously analyzing biological data.Nature Methods, 2026.

SciDataSailor: Deep Scientific Data Exploring Cellvoyager: Ai compbio agent generates new insights by autonomously analyzing biological data.Nature Methods, 2026

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.046287Z

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Observation 05322c31-f044-4ca5-9c75-a9d67183c6a0 · outbound

This paper cites scbasecount: an ai agent-curated, uniformly processed, and autonomously updated single cell data repository.bioRxiv, 2025.

SciDataSailor: Deep Scientific Data Exploring scbasecount: an ai agent-curated, uniformly processed, and autonomously updated single cell data repository.bioRxiv, 2025

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.137282Z

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Observation b7b13479-2c42-4215-9ba6-ceb72ba058f4 · outbound

This paper cites Data harmonization for heterogeneous datasets: a systematic literature review.Applied Sciences, 2021.

SciDataSailor: Deep Scientific Data Exploring Data harmonization for heterogeneous datasets: a systematic literature review.Applied Sciences, 2021

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.222309Z

Source-reported events for the cited work

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Observation 4a414705-5232-410d-8538-9d6c127192ee · outbound

This paper cites Data integration for heterogenous datasets.Big data, 2014.

SciDataSailor: Deep Scientific Data Exploring Data integration for heterogenous datasets.Big data, 2014

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.282273Z

Source-reported events for the cited work

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Observation 33a33fa6-888d-49dc-8485-f0dd27ee6d10 · outbound

This paper cites Does the use of unusual combinations of datasets contribute to greater scientific impact?Proceedings of the National Academy of Sciences, 2024.

SciDataSailor: Deep Scientific Data Exploring Does the use of unusual combinations of datasets contribute to greater scientific impact?Proceedings of the National Academy of Sciences, 2024

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.366835Z

Source-reported events for the cited work

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Observation 26774ca3-c90e-4879-9b3c-41be4a38f8f3 · outbound

This paper cites A repository for the publication and sharing of heterogeneous materials data.

SciDataSailor: Deep Scientific Data Exploring A repository for the publication and sharing of heterogeneous materials data

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.435339Z

Source-reported events for the cited work

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Observation 05e67e9c-8d4a-4eab-96e9-ee07473f383c · outbound

This paper cites Hiersearch: A hierarchical enterprise deep search framework integrating local and web searches.

SciDataSailor: Deep Scientific Data Exploring Hiersearch: A hierarchical enterprise deep search framework integrating local and web searches

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.510840Z

Source-reported events for the cited work

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Observation fc4a7b67-4396-4f28-ae68-fda642726d70 · outbound

This paper cites Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs.

SciDataSailor: Deep Scientific Data Exploring Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.593145Z

Source-reported events for the cited work

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Observation 8705d3e9-149c-4d30-935a-13ff6fe38830 · outbound

This paper cites A survey of personalization: From rag to agent.ACM Transactions on Information Systems, 2025.

SciDataSailor: Deep Scientific Data Exploring A survey of personalization: From rag to agent.ACM Transactions on Information Systems, 2025

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.691731Z

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Observation 74d290db-bb75-4659-861e-0aa3415d78f6 · outbound

This paper cites Sqlfixagent: Towards semantic-accurate text-to-sql parsing via consistency-enhanced multi-agent collaboration.

SciDataSailor: Deep Scientific Data Exploring Sqlfixagent: Towards semantic-accurate text-to-sql parsing via consistency-enhanced multi-agent collaboration

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.756510Z

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Observation 0b06c174-6040-4f4e-95d9-e6502fa15e3b · outbound

This paper cites this is my sql, are you with me?.

SciDataSailor: Deep Scientific Data Exploring this is my sql, are you with me?

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.819280Z

Source-reported events for the cited work

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Observation ba7bce7b-deed-4f19-8704-ae117fef9445 · outbound

This paper cites From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents.

SciDataSailor: Deep Scientific Data Exploring From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.884640Z

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Observation 739c0335-8ff3-4bea-9c35-098ac4939804 · outbound

This paper cites Deep Research Agents: A Systematic Examination And Roadmap.

SciDataSailor: Deep Scientific Data Exploring Deep Research Agents: A Systematic Examination And Roadmap

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:36.965352Z

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Observation 7316b579-fadf-432c-993a-8c296e06f9a3 · outbound

This paper cites DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent.

SciDataSailor: Deep Scientific Data Exploring DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:37.058668Z

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Observation 174cd057-33aa-400c-9e30-e778f10878dc · outbound

This paper cites Deepwidesearch: Benchmarking depth and width in agentic information seeking.arXiv preprint arXiv:2510.20168, 2025.

SciDataSailor: Deep Scientific Data Exploring Deepwidesearch: Benchmarking depth and width in agentic information seeking.arXiv preprint arXiv:2510.20168, 2025

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:37.144295Z

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Observation 148d3df6-dd32-4bdb-b58d-8649efa169ba · outbound

This paper cites Openseeker: Democ- ratizing frontier search agents by fully open-sourcing training data.arXiv preprint arXiv:2603.15594, 2026.

SciDataSailor: Deep Scientific Data Exploring Openseeker: Democ- ratizing frontier search agents by fully open-sourcing training data.arXiv preprint arXiv:2603.15594, 2026

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:37.228103Z

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Observation 4b7a2568-b7df-4f4f-8715-e76b6994cb1b · outbound

This paper cites WebSailor: Navigating Super-human Reasoning for Web Agent.

SciDataSailor: Deep Scientific Data Exploring WebSailor: Navigating Super-human Reasoning for Web Agent

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:37.319474Z

Source-reported events for the cited work

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Observation 28e34892-344b-417f-903b-fb7931de2bbb · outbound

This paper cites Websailor-v2: Bridging the chasm to proprietary agents via synthetic data and scalable reinforcement learning.arXiv preprint arXiv:2509.13305, 2025.

SciDataSailor: Deep Scientific Data Exploring Websailor-v2: Bridging the chasm to proprietary agents via synthetic data and scalable reinforcement learning.arXiv preprint arXiv:2509.13305, 2025

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:37.402678Z

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Observation 4dad7483-1a9d-443a-bdd5-154efb22a1b4 · outbound

This paper cites Open Deep Search: Democratizing Search with Open-source Reasoning Agents.

SciDataSailor: Deep Scientific Data Exploring Open Deep Search: Democratizing Search with Open-source Reasoning Agents

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:37.488903Z

Source-reported events for the cited work

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Observation 37c8a74a-ced0-4a12-8385-bd36b3640d68 · outbound

This paper cites LAB-Bench: Measuring Capabilities of Language Models for Biology Research.

SciDataSailor: Deep Scientific Data Exploring LAB-Bench: Measuring Capabilities of Language Models for Biology Research

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:37.574663Z

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Observation 0cc883a2-0f45-4795-b01b-0f8119b96d96 · outbound

This paper cites BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical Science.

SciDataSailor: Deep Scientific Data Exploring BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical Science

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:37.658747Z

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Observation e7b4557f-3ebc-4c7f-bc97-fcf3412c662e · outbound

This paper cites Curie: Evaluating llms on multitask scientific long context understanding and reasoning.International Conference on Learning Representations, 2025.

SciDataSailor: Deep Scientific Data Exploring Curie: Evaluating llms on multitask scientific long context understanding and reasoning.International Conference on Learning Representations, 2025

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:37.751577Z

Source-reported events for the cited work

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Observation 487e51cc-4ac0-47cd-a22e-49062cd04b05 · outbound

This paper cites ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.

SciDataSailor: Deep Scientific Data Exploring ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:37.896688Z

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Observation 927f9d1a-8d22-4c19-b73e-2f7e708f489b · outbound

This paper cites Bixbench: a comprehensive bench- mark for llm-based agents in computational biology.arXiv preprint arXiv:2503.00096, 2025.

SciDataSailor: Deep Scientific Data Exploring Bixbench: a comprehensive bench- mark for llm-based agents in computational biology.arXiv preprint arXiv:2503.00096, 2025

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:38.016857Z

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Observation 6f8118cb-6446-403b-82b9-e8936a1bbc74 · outbound

This paper cites BioAgent Bench: An AI Agent Evaluation Suite for Bioinformatics.

SciDataSailor: Deep Scientific Data Exploring BioAgent Bench: An AI Agent Evaluation Suite for Bioinformatics

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:38.129421Z

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Observation 0f3c4954-f2f3-4642-97b1-16ba229cbb8b · outbound

This paper cites MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery.

SciDataSailor: Deep Scientific Data Exploring MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:38.278796Z

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Observation 22c622a3-1801-4f22-a4bc-fbbf7305bf7e · outbound

This paper cites Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists.

SciDataSailor: Deep Scientific Data Exploring Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:38.393054Z

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Observation b70495ab-7b58-4906-889c-94aea9c22478 · outbound

This paper cites SWE-Explore: Benchmarking How Coding Agents Explore Repositories.

SciDataSailor: Deep Scientific Data Exploring SWE-Explore: Benchmarking How Coding Agents Explore Repositories

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:38.513880Z

Source-reported events for the cited work

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Observation 9a2e081d-61bc-4ecf-9afe-d7630047f9dd · outbound

This paper cites Scaling generalist data-analytic agents.International Conference on Learning Representations, 2026.

SciDataSailor: Deep Scientific Data Exploring Scaling generalist data-analytic agents.International Conference on Learning Representations, 2026

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:38.621060Z

Source-reported events for the cited work

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Observation 89f7c97b-322e-4f41-994b-dd5f3834f45c · outbound

This paper cites Agentic reinforced policy optimization.

SciDataSailor: Deep Scientific Data Exploring Agentic reinforced policy optimization

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:38.710415Z

Source-reported events for the cited work

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Observation ff0148fc-781d-433e-b683-d9cb28c8e644 · outbound

This paper cites Deepanalyze: Agentic large language models for autonomous data science.arXiv preprint arXiv:2510.16872, 2025.

SciDataSailor: Deep Scientific Data Exploring Deepanalyze: Agentic large language models for autonomous data science.arXiv preprint arXiv:2510.16872, 2025

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:38.798190Z

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Observation 6c5f74a3-41da-416e-8a97-0266af65f451 · outbound

This paper cites Dataflow: An llm-driven framework for unified data preparation and workflow automation in the era of data-centric ai.arXiv preprint arXiv:2512.16676, 2025.

SciDataSailor: Deep Scientific Data Exploring Dataflow: An llm-driven framework for unified data preparation and workflow automation in the era of data-centric ai.arXiv preprint arXiv:2512.16676, 2025

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:38.962537Z

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Observation 3a998933-480d-4128-918e-89506824d753 · outbound

This paper cites Dataflex: A unified framework for data-centric dynamic training of large language models.arXiv preprint arXiv:2603.26164, 2026.

SciDataSailor: Deep Scientific Data Exploring Dataflex: A unified framework for data-centric dynamic training of large language models.arXiv preprint arXiv:2603.26164, 2026

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:39.049102Z

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Observation bf1f76ed-b351-47be-98a6-7940aa98e746 · outbound

This paper cites Agentflow: Unified agent data synthesis framework.

SciDataSailor: Deep Scientific Data Exploring Agentflow: Unified agent data synthesis framework

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:39.195033Z

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Observation 6a68402e-9a60-42d6-a6e7-32c2b3f9049e · outbound

This paper cites Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent.

SciDataSailor: Deep Scientific Data Exploring Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:39.316443Z

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Observation b0a5e653-bbb4-43ac-b956-20349b224f00 · outbound

This paper cites I-mcts: Enhancing agentic automl via introspective monte carlo tree search.Association for Computational Linguistics, 2026.

SciDataSailor: Deep Scientific Data Exploring I-mcts: Enhancing agentic automl via introspective monte carlo tree search.Association for Computational Linguistics, 2026

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:39.449995Z

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Observation eb495bf5-7b67-421e-8c1c-4cf07baef179 · outbound

This paper cites Treerl: Llm reinforcement learning with on-policy tree search.

SciDataSailor: Deep Scientific Data Exploring Treerl: Llm reinforcement learning with on-policy tree search

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:39.555595Z

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Observation 17ae53a5-edad-4b56-affe-6af51e73bca0 · outbound

This paper cites Tooltree: Efficient llm agent tool planning via dual-feedback monte carlo tree search and bidirectional pruning.

SciDataSailor: Deep Scientific Data Exploring Tooltree: Efficient llm agent tool planning via dual-feedback monte carlo tree search and bidirectional pruning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:39.669378Z

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Observation 394571eb-4e9b-4a67-8f89-8355090c7d86 · outbound

This paper cites The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey.

SciDataSailor: Deep Scientific Data Exploring The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:39.738393Z

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Observation db9ffb9c-b92f-4c91-9959-bd768c2d360c · outbound

This paper cites Menti: Bridging medical calculator and llm agent with nested tool calling.

SciDataSailor: Deep Scientific Data Exploring Menti: Bridging medical calculator and llm agent with nested tool calling

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:39.810309Z

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Observation 36eca45c-45be-4f45-9f20-89aaabf7c07e · outbound

This paper cites Re- act: Synergizing reasoning and acting in language models.

SciDataSailor: Deep Scientific Data Exploring Re- act: Synergizing reasoning and acting in language models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:39.883154Z

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Observation 2ae56f04-92bb-42f4-ba89-2ab9abc1db7f · outbound

This paper cites Jaap van den Herik, Paolo Ciancarini, and H.

SciDataSailor: Deep Scientific Data Exploring Jaap van den Herik, Paolo Ciancarini, and H

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:39.940861Z

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Observation ded15bb1-b35f-4e22-bb2a-fcf7a7072e3d · outbound

This paper cites Executable code actions elicit better llm agents.

SciDataSailor: Deep Scientific Data Exploring Executable code actions elicit better llm agents

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:39.992441Z

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Observation 724cee80-1251-4f88-af66-3fbf7e395304 · outbound

This paper cites Gpt-5.4 thinking system card.

SciDataSailor: Deep Scientific Data Exploring Gpt-5.4 thinking system card

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:40.077490Z

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Observation ebcc6646-bafd-42c4-a284-f525c3e267e7 · outbound

This paper cites Gemini 3.1 pro model card.

SciDataSailor: Deep Scientific Data Exploring Gemini 3.1 pro model card

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:40.179936Z

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Observation e3d1ff6d-4199-4597-af6f-01e0fb270b91 · outbound

This paper cites System card: Claude opus 4.7.

SciDataSailor: Deep Scientific Data Exploring System card: Claude opus 4.7

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:40.260007Z

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Observation dab12d05-e896-4429-aef9-324c2d7d3b36 · outbound

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

SciDataSailor: Deep Scientific Data Exploring GLM-5: from Vibe Coding to Agentic Engineering

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:40.321830Z

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Observation 28e413a7-509a-4dce-a491-7dc0507c5a9d · outbound

This paper cites Kimi k2.6 model card.https://www.kimi.com/blog/kimi-k2-6, 2026.

SciDataSailor: Deep Scientific Data Exploring Kimi k2.6 model card.https://www.kimi.com/blog/kimi-k2-6, 2026

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:40.409897Z

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Observation 97a3612a-aa25-4281-9852-244bcbac5897 · outbound

This paper cites Deepseek-v4: Towards highly efficient million-token context intelligence.arXiv preprint arXiv:2606.19348, 2026.

SciDataSailor: Deep Scientific Data Exploring Deepseek-v4: Towards highly efficient million-token context intelligence.arXiv preprint arXiv:2606.19348, 2026

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:40.465430Z

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Observation 97d29354-c353-4edc-8238-27092a2efa3d · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

SciDataSailor: Deep Scientific Data Exploring gpt-oss-120b & gpt-oss-20b Model Card

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:40.532302Z

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Observation 75e42885-91e0-403a-9939-d89ef5d1f780 · outbound

This paper cites Qwen3 Technical Report.

SciDataSailor: Deep Scientific Data Exploring Qwen3 Technical Report

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:40.614959Z

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Observation 65096b18-990f-4d77-90a6-b228e5225496 · outbound

This paper cites Qwen3.5: Towards native multimodal agents.https://qwen.ai/blog?id=qwen3.5,.

SciDataSailor: Deep Scientific Data Exploring Qwen3.5: Towards native multimodal agents.https://qwen.ai/blog?id=qwen3.5,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-01T15:02:40.691981Z

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Observation e7700bf8-dc75-461f-bd4b-99226b44a351 · outbound

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

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Reference 42

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Reference 42

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