Paper Citation Record · LEDGER

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease

As of 8 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2505.23852.

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

pith.paper-citation-record.v1
2505.23852 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:02:50.544134Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

38 of 38 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1e12df8d-8580-4d4c-8a13-0058d06df1cc · outbound

This paper cites Large language models for generative information extraction: A survey.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Large language models for generative information extraction: A survey

Reference 1

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Source-reported events for the cited work

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Observation c9ec329f-00e2-4847-a734-9146112e932c · outbound

This paper cites Llms4ol: Large language models for ontol- ogy learning.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Llms4ol: Large language models for ontol- ogy learning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:55.580275Z

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Observation ecfa37aa-ac1d-4048-8a84-134fb80e0e4a · outbound

This paper cites Generalizable and Scalable Multistage Biomedical Concept Normalization Leveraging Large Language Models.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Generalizable and Scalable Multistage Biomedical Concept Normalization Leveraging Large Language Models

Reference 3

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Observation d3a428d6-fb20-4bf7-ad48-ffd73f279359 · outbound

This paper cites Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine

Reference 4

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Observation 092ef177-7625-4afa-a204-bc60e75cb936 · outbound

This paper cites Potential use cases for chatgpt in radiology reporting.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Potential use cases for chatgpt in radiology reporting

Reference 5

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Observation 23abc6e7-0c88-4c1c-bc4a-ddeb33dbd210 · outbound

This paper cites Leafai: query generator for clinical cohort discovery rivaling a human programmer.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Leafai: query generator for clinical cohort discovery rivaling a human programmer

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:55.139003Z

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Observation a62cc3bb-0954-4012-9890-f92e6e4ebc8d · outbound

This paper cites CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges

Reference 7

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Observation f456d269-7786-445f-8e9a-d122905fbd39 · outbound

This paper cites Autonomous chemical research with large language models.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Autonomous chemical research with large language models

Reference 8

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Observation 75d891d2-c8f5-40a9-a1c9-0ec19c74ed30 · outbound

This paper cites Reproducibility crisis.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Reproducibility crisis

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:54.942991Z

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Observation bdadc217-efa9-4694-84c3-a34c1722e4a5 · outbound

This paper cites Reproducibility in science: improving the standard for basic and preclinical research.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Reproducibility in science: improving the standard for basic and preclinical research

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:54.663845Z

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Observation ed918410-4dce-409a-a39c-e9be1fc2e2ef · outbound

This paper cites Empowering biomedical discovery with ai agents.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Empowering biomedical discovery with ai agents

Reference 11

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Observation b42b1ad8-f087-4580-9831-ae7b1444d9d1 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 12

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Observation 47befc41-9aa7-487f-bd6a-496b458fd8e1 · outbound

This paper cites The national alzheimer’s coordinating center (nacc) database: the uniform data set.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease The national alzheimer’s coordinating center (nacc) database: the uniform data set

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:54.384072Z

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Observation cd17f05f-2625-4e3d-a901-20497f8ac9ff · outbound

This paper cites Is it an agent, or just a program?: A taxonomy for autonomous agents.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Is it an agent, or just a program?: A taxonomy for autonomous agents

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:54.171107Z

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Observation 01d92667-fd49-41f9-a330-e46377f16f18 · outbound

This paper cites Modeling adaptive autonomous agents.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Modeling adaptive autonomous agents

Reference 15

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Observation 3ccdbd23-8852-40f1-bf3c-b80d7123e3dd · outbound

This paper cites Intelligent agents: Theory and practice.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Intelligent agents: Theory and practice

Reference 16

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Observation 3947af16-9a9f-4c3e-9051-57a03b203cf1 · outbound

This paper cites Integrating web resources and lexicons into a natural language query system.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Integrating web resources and lexicons into a natural language query system

Reference 17

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Observation 3b8c0a8e-2198-4cba-8d42-76215298b323 · outbound

This paper cites A survey on large language model based autonomous agents.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease A survey on large language model based autonomous agents

Reference 18

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Observation 1fc1ce79-7efe-4436-8321-0ee83f34fb0f · outbound

This paper cites Chain of Hindsight Aligns Language Models with Feedback.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Chain of Hindsight Aligns Language Models with Feedback

Reference 19

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Observation c51010e3-c3b4-4f4d-bc03-4d065a0b8450 · outbound

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Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Generative Agents: Interactive Simulacra of Human Behavior

Reference 20

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This paper cites The SocialAI School: Insights from Developmental Psychology Towards Artificial Socio-Cultural Agents.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease The SocialAI School: Insights from Developmental Psychology Towards Artificial Socio-Cultural Agents

Reference 21

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Observation 28e7eea3-2387-4b6b-866c-e34b85f33e20 · outbound

This paper cites Chatlaw: Open-source legal large language model with integrated external knowledge bases.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Chatlaw: Open-source legal large language model with integrated external knowledge bases

Reference 22

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Observation 6777e0aa-f274-460c-bd2b-ee61db3ae61e · outbound

This paper cites Blind Judgement: Agent-Based Supreme Court Modelling With GPT.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Blind Judgement: Agent-Based Supreme Court Modelling With GPT

Reference 23

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Observation 04f872f1-9487-4e5a-bdcf-054e17c13b8d · outbound

This paper cites Can large language models transform computational social science? Computational Linguistics, 50(1):237–291, 2024.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Can large language models transform computational social science? Computational Linguistics, 50(1):237–291, 2024

Reference 24

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Observation 8820f198-ffc3-4ede-9e53-5afa4e3b8cdb · outbound

This paper cites Can generative ai improve social science? Proceedings of the National Academy of Sciences, 121(21):e2314021121, 2024.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Can generative ai improve social science? Proceedings of the National Academy of Sciences, 121(21):e2314021121, 2024

Reference 25

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Observation 62dfca1c-3bc6-4abd-87f1-e5bf8f99099d · outbound

This paper cites Reproducibility in automated chemistry laboratories using computer science abstractions.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Reproducibility in automated chemistry laboratories using computer science abstractions

Reference 26

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Observation e71b11be-406d-4ee8-b09f-4ddc8c177e40 · outbound

This paper cites Reproducibility of computational workflows is automated using continuous analysis.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Reproducibility of computational workflows is automated using continuous analysis

Reference 27

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Observation fd44cda1-dbcd-4c0c-9926-58ffdc38631c · outbound

This paper cites SIERRA: A Modular Framework for Research Automation and Reproducibility.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease SIERRA: A Modular Framework for Research Automation and Reproducibility

Reference 28

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Observation 0483d4c8-aa59-491a-9294-c009f80b8fa8 · outbound

This paper cites Autonomous llm-driven re- search—from data to human-verifiable research papers.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Autonomous llm-driven re- search—from data to human-verifiable research papers

Reference 29

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Observation 2b5fed5f-7799-4f06-8fd8-b6a4f24d17af · outbound

This paper cites Version 3 of the na- tional alzheimer’s coordinating center’s uniform data set.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Version 3 of the na- tional alzheimer’s coordinating center’s uniform data set

Reference 30

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Observation 516a4d9e-4f57-412d-942a-8ef78265bfe1 · outbound

This paper cites Development and preliminary validation of standardized regression-based change scores as measures of transitional cognitive decline.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Development and preliminary validation of standardized regression-based change scores as measures of transitional cognitive decline

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:52.341533Z

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Observation 770e95ac-7e39-43f7-a6d7-00dfe81a000c · outbound

This paper cites Using multivariate base rates of low scores to understand early cognitive declines on the uniform data set 3.0 neuropsychological battery.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Using multivariate base rates of low scores to understand early cognitive declines on the uniform data set 3.0 neuropsychological battery

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:52.202632Z

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Observation af18b8c9-2b52-4517-986c-72a8d3d25288 · outbound

This paper cites Examining racial disparities in the diagnosis of mild cognitive impairment.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Examining racial disparities in the diagnosis of mild cognitive impairment

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:52.067488Z

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Observation 2ff01082-8f14-4cb7-8cea-c4daed573543 · outbound

This paper cites Network structures and temporal stability of self-and informant-rated affective symptoms in alzheimer’s disease.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Network structures and temporal stability of self-and informant-rated affective symptoms in alzheimer’s disease

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:51.881511Z

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Observation 8ed170ae-f38e-4eca-8651-7823212386fe · outbound

This paper cites Ethnoracial differ- ences in lewy body diseases with cognitive impairment.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Ethnoracial differ- ences in lewy body diseases with cognitive impairment

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:51.698041Z

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Observation a1bc5cf8-b95f-43f3-8f05-c2370c61daf3 · outbound

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Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease GPT-4o System Card

Reference 36

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This paper cites Robust reference group normative data for neuropsychological tests accounting for primary language use in asian american older adults.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Robust reference group normative data for neuropsychological tests accounting for primary language use in asian american older adults

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:51.520019Z

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Observation 909d6b6d-ce21-4c6c-a892-fecc7f9e7271 · outbound

This paper cites NACCAGE" - Subject’s age at visit. Form:.

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease NACCAGE" - Subject’s age at visit. Form:

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:02:51.249463Z

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Pith citing papers

No inbound Pith citation observations are available.