Paper Citation Record · LEDGER

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering

As of 19 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2506.02160.

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

pith.paper-citation-record.v1
2506.02160 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:34:06.717140Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

35 of 35 outbound references displayed

verified exact6
verified fuzzy18
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8cf624e3-f60d-4fa3-a7b4-8828fd3bc97c · outbound

This paper cites an unresolved cited work.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:34:15.261266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d69bccef-912e-411c-9c2f-3c6fe343c581 · outbound

This paper cites ISO/IEC 11179, Information Technology - Metadata Registries (MDR).

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering ISO/IEC 11179, Information Technology - Metadata Registries (MDR)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:14.975558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 81489570-2b54-4fec-9a83-47b3a685ab21 · outbound

This paper cites Metadata Registry https://dss.aristotlecloud.io/help/concepts/aristotle_mdr/valuedomain.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Metadata Registry https://dss.aristotlecloud.io/help/concepts/aristotle_mdr/valuedomain

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:14.734067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 891e857d-75b4-4d46-b7fc-5a5a4d4efa5e · outbound

This paper cites https://datascience.cancer.gov/resources/metadata.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering https://datascience.cancer.gov/resources/metadata

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:14.170554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bd091a86-ac2d-4598-80ce-21d4afbf3642 · outbound

This paper cites https://metadatacenter.readthedocs.io/en/latest/.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering https://metadatacenter.readthedocs.io/en/latest/

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:13.941712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 589f1ec4-18a8-4885-b856-45526430b344 · outbound

This paper cites an unresolved cited work.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:34:13.658144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d8921218-0114-4289-9cdb-6fb8d56d7b50 · outbound

This paper cites https://meteor.aihw.gov.au/content/181414.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering https://meteor.aihw.gov.au/content/181414

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:13.405592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 77445e3a-7d14-4c62-8bc6-b47020ecd8fd · outbound

This paper cites an unresolved cited work.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:34:13.107429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b7660033-ed02-43e8-8b0c-cc33f87f2029 · outbound

This paper cites Text Clustering with Large Language Model Embeddings.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Text Clustering with Large Language Model Embeddings

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:34:03.392625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7226d967-ff49-44d8-8338-060ed3c25bff · outbound

This paper cites & Astels, S.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering & Astels, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:12.852408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d5f21017-8567-4632-8d01-5688aa23adfb · outbound

This paper cites & Tian, Y.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering & Tian, Y

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:34:08.282280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 21382c59-5148-4f76-98cf-9d03c3773dda · outbound

This paper cites Dimensionality Reduction : PCA, tSNE, UMAP.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Dimensionality Reduction : PCA, tSNE, UMAP

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:12.587956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 030f1579-cef4-4244-a7cd-a447e2d2adb1 · outbound

This paper cites an unresolved cited work.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:34:12.302468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a841e40a-8285-47d0-a4ed-1840e8f9cec3 · outbound

This paper cites & Stryker, C.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering & Stryker, C

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:12.038193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b417394d-fa29-4ef2-93c3-80687f021af1 · outbound

This paper cites an unresolved cited work.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:34:11.804347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2e3daf0-faf3-4ae5-aa2c-f9a9b615e0c3 · outbound

This paper cites an unresolved cited work.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:34:11.504106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b5516bc5-a709-404c-9283-646411a21771 · outbound

This paper cites an unresolved cited work.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:34:11.237646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0e3898d7-205a-43f5-ae1a-43e14a3b35b7 · outbound

This paper cites National Institute on Aging https://www.nia.nih.gov/research/dab-dbsr-dgcg-dn/workshops/common-data-elements-web inar-series.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering National Institute on Aging https://www.nia.nih.gov/research/dab-dbsr-dgcg-dn/workshops/common-data-elements-web inar-series

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:10.958145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dd6b2870-3a02-4e2c-aaf6-4bd29351524d · outbound

This paper cites https://www.icpsr.umich.edu/web/sbeccc/cms/4804.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering https://www.icpsr.umich.edu/web/sbeccc/cms/4804

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:10.713088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4e86df3a-a67c-4717-b8c3-027b3d3b6d47 · outbound

This paper cites Practical Data Stewardship.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Practical Data Stewardship

Reference 22

Resolution: verified exact; doi, observed 2026-08-07T11:34:07.619830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c8e1cf72-2253-450b-8235-0d25156f5e8b · outbound

This paper cites https://cde.nlm.nih.gov/home.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering https://cde.nlm.nih.gov/home

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:14.431741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 099f31c3-12d2-40dd-82ce-f8e9ab4eb8ed · outbound

This paper cites https://www.commondataelements.ninds.nih.gov/.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering https://www.commondataelements.ninds.nih.gov/

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:10.462306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d9a37345-ed14-48cb-883b-2c5f24504c98 · outbound

This paper cites an unresolved cited work.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:34:10.294207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2115ab08-fc44-4380-b3c6-d83db09c07f2 · outbound

This paper cites an unresolved cited work.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:34:10.064848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2a57add7-63c9-4963-8684-a7ceb90cd250 · outbound

This paper cites https://www.healthmeasures.net/explore-measurement-systems/promis.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering https://www.healthmeasures.net/explore-measurement-systems/promis

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:09.883358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 702fb09c-bdae-41e5-ae37-2fb13aa90ed6 · outbound

This paper cites https://www.healthmeasures.net/explore-measurement-systems/neuro-qol.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering https://www.healthmeasures.net/explore-measurement-systems/neuro-qol

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:09.653831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 252b2ee2-e6e7-4c34-b4ab-b44e1a9a6c23 · outbound

This paper cites https://platform.openai.com/docs/guides/embeddings/.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering https://platform.openai.com/docs/guides/embeddings/

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:09.395155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bb385bca-302c-410f-88af-cc4e458009fe · outbound

This paper cites Fiveable https://library.fiveable.me/modern-statistical-prediction-and-machine-learning/unit-14/evalua tion-metrics-unsupervised-learning-clustering/study-guide/UuzjLvrGcbnj7uhw.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Fiveable https://library.fiveable.me/modern-statistical-prediction-and-machine-learning/unit-14/evalua tion-metrics-unsupervised-learning-clustering/study-guide/UuzjLvrGcbnj7uhw

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4ae0b455-382c-4489-adba-98fae3d4f542 · outbound

This paper cites & Jacob, J.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering & Jacob, J

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f3652764-e55d-481a-90e0-a0af8be5d840 · outbound

This paper cites an unresolved cited work.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:34:08.958357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1fa39b90-d08c-46e7-8c66-f45a6c07c827 · outbound

This paper cites an unresolved cited work.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Unresolved cited work

Reference 34

Resolution: verified exact; doi, observed 2026-08-07T11:34:07.126636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 120a6429-b947-491e-9caa-fdd4cc99ef15 · outbound

This paper cites The Gravity Project.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering The Gravity Project

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:08.737659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 067908b9-ba26-4356-a398-640464a1b66d · outbound

This paper cites Terminology Workstream - Gravity Project - Confluence.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Terminology Workstream - Gravity Project - Confluence

Reference 36

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:34:07.975191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5eb9e572-a974-432e-b538-5a6dbb1ae7a0 · outbound

This paper cites Confusion Matrix Visualization.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering Confusion Matrix Visualization

Reference 37

Resolution: verified exact; doi, observed 2026-08-07T11:34:06.921427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 03156f61-33d4-45e5-8172-5d0726919b4d · outbound

This paper cites scikit-learn https://scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html.

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering scikit-learn https://scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:08.476477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.