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Paper Citation Record · LEDGER

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System

As of 21 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2608.08056.

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

pith.paper-citation-record.v1
2608.08056 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:33:32.184202Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

54 of 54 outbound references displayed

  • verified exact0
  • verified fuzzy20
  • unresolved34
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0f2334bd-925c-4395-8cf6-905e8e6598ff · outbound

This paper cites Knezevic Ivanovski, S.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Knezevic Ivanovski, S

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:34.900546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.371726Z digest=sha256:bfc46a4676c554dbccb3c85127bfd014f0ee5725c439095d0d40ab47504fab1e

Observation 0ab1e680-1b34-4f01-8434-d72df1f6f340 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:34.887111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.414243Z digest=sha256:b062bf7b0ae4aa6fdf702ed1f62c194c9665e7ea8e3a4935983b6c7f463f82c0

Observation b72d1e20-990f-4970-b378-003147fe9b3d · outbound

This paper cites Guntupalli, ‘‘Data lake vs.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Guntupalli, ‘‘Data lake vs

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:34.867461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.443495Z digest=sha256:c3f6fa7b837ef243aa31c33b9f051c54f5694de0a0cd4666e7c16f9762666683

Observation 3fd36072-baab-4c8d-b64b-c54b78c44d41 · outbound

This paper cites Karami, A.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Karami, A

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:34.680760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.522479Z digest=sha256:b34fcebf499f368139bc92183ee6fd5d1a3a7609507965711961c7284d72adfe

Observation be815130-066b-4789-981c-ffd9bda91b6c · outbound

This paper cites Sebaa, F.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Sebaa, F

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:34.547892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.528480Z digest=sha256:fe86c7f66fd9acbaafbef202ffacd8a50bf1af7e7075727875813bc7f8c28c6e

Observation 2d4f5e3b-b99b-404e-9972-a40aafb40c9b · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:34.469697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.543969Z digest=sha256:8c011177ce0ccdf69cb4da1b73c448620aeca421dc52f963ef9c30a9fe446111

Observation 00688591-4116-4487-8c4e-c07ad2862976 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:34.457018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.552338Z digest=sha256:334ddcb07057894c6786f52686d6dad125ce4a2ab8150122af9d939eb6f541cb

Observation 84d42251-865c-4cd4-ab49-3ce1cd0077e6 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:34.445948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.560540Z digest=sha256:00b38205d7165bdad10f501067ee17b29005fcfeb8815261af5a987a578d9384

Observation 1f9a3bb3-4cbe-4913-93dd-9a5dffd0bd32 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:34.433386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.569943Z digest=sha256:79e39bd871da7019d03efd087b0752ceec8125a13236f1bb97f0966a34bbd9d7

Observation d58c24b2-1b8e-4d50-bcd3-ab4dc76f0642 · outbound

This paper cites Bollacker, C.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Bollacker, C

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:34.420026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.577493Z digest=sha256:a6a2c728402675d7b078aaeabfa584fc6d4c7f01fe977037b0c3b1e2534af302

Observation c87d3f13-038d-4d67-b75b-0de0a88f30b1 · outbound

This paper cites Vrandečić and M.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Vrandečić and M

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:34.408481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.586654Z digest=sha256:99e0a50cea74e394ae25d03d1a4f169b1f41ff37a08cf0556d16f7ca6d28a07d

Observation 4d2fbe39-2cc9-4d21-83ba-ba4030883ca0 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:34.397399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.593848Z digest=sha256:4c4dfe2861fad3d33c9c53f1404ec420a070648dab07f541ef8a033d928e1556

Observation d77ee32f-4109-4b71-9d23-20ba5a6fe803 · outbound

This paper cites Navigli and S.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Navigli and S

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:34.385027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.598492Z digest=sha256:5cd957aa21ff6c41c6c636a70996e1a030984d35021859db263faa0451044029

Observation 16a81934-e244-4be8-830c-a2d482a87dd6 · outbound

This paper cites Mitchell, W.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Mitchell, W

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:34.165631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.602164Z digest=sha256:0836c3e44985b41fa92f8f10992be204976161a0f052bce6ff737311dcd7632e

Observation cfcb54c7-de03-4d98-ab6c-149d7bafa024 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:34.007824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.605652Z digest=sha256:4ac8c1be7ea315c6b7c8a218ff24f8886a5fa08327e4fd948a1406a233a7931f

Observation bbc25db8-8c95-4537-a045-6d750de478a2 · outbound

This paper cites Speer, J.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Speer, J

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:33.995905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.608876Z digest=sha256:01567d3906982ad53f061f9920ea2862162af50dd655b734a2e2473cd1046369

Observation 6c620f2f-04b3-4175-8c37-00bd65a03360 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.983752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.612685Z digest=sha256:579c36244a571b1cd26ea6457bf44e48f4a62b7b62d0387ccb6d4e3a6414ae07

Observation 4315d57f-c592-4e85-bf0e-37b2aeb3dbb1 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.970753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.616789Z digest=sha256:a60e906347dbb9da62ed6cd63efa2f972725b595d75cc39a150e45e8099d48ae

Observation 8ad3e218-be9b-4ed2-aade-71605dd56064 · outbound

This paper cites Dsouza, N.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Dsouza, N

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:33.948815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.620035Z digest=sha256:f58504b9bb1131d7c1ae1c5d5480397ff84cf8092c53d64b20ca72c77298dbcc

Observation 2fdd9001-ee70-40be-bf7f-41d2804681dd · outbound

This paper cites Bodenreider, ‘‘The unified medical language system (umls): integrating biomedical terminology,’’Nucleic acids research, vol.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Bodenreider, ‘‘The unified medical language system (umls): integrating biomedical terminology,’’Nucleic acids research, vol

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:33.931412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.624114Z digest=sha256:bccfb2230beec1ac110caaecfe9b5d72140701c364eca33e24b19568a68fc344

Observation 16ac8f07-702b-4a4b-ac28-ab867b7c00b6 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.751700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.628288Z digest=sha256:a97a6ce54cbbe7abe55b1ed78ea070aee56c9ed2a1e97fa832f89b079a97cdd6

Observation bb91c9f5-68f0-4122-8707-2864e2f4c267 · outbound

This paper cites Kertkeidkachorn, R.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Kertkeidkachorn, R

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:33.683697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.632330Z digest=sha256:a5ebcd2ed084e67df4c882c3b5336c5cf3eaa1e4f763fdfd34f39fbbf4ebb44a

Observation e13ba866-a224-4bcc-8a10-29a64afa5033 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.671348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.635937Z digest=sha256:c55ede1269a8191576e1e896359a96be01fa8972cc51beae5df9dbca356f8351

Observation 17085b0d-41fd-410f-a54d-6a53dfcedfae · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.659522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.640005Z digest=sha256:3fbb47243c1ddf710860f9824cb2d986a2108d07bf9b1d8e3c0db6e38b786250

Observation a8792a1e-b742-459e-8c78-204e7f03ba05 · outbound

This paper cites Y ang, H.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Y ang, H

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:33.648276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.643495Z digest=sha256:939fb15ae25fe870a83a302c00a37015a32d476d99653c324cfe6534d42ee889

Observation f3d14d84-f20d-4288-87e3-094351e99f54 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.633224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.648388Z digest=sha256:0d4d767bcbaf1230835411620811e89e46113fde6c4d976a95587e554772eaf4

Observation 3c94f257-c83f-4533-b26b-6c57d58d660a · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.400076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.652088Z digest=sha256:25092a509f56956dd18252f6ccdd43701fe018fac16499de36e672ccfcd732e4

Observation 0b294097-a98a-498c-8105-3b2109b98e94 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.388093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.656347Z digest=sha256:ddab4c718fab95d70d039e1ba82acac19ec238a36912ae0e9570020c9f861436

Observation 0c7d9e74-ebc2-48ca-a9d4-d3e56ea7245d · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.374357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.660479Z digest=sha256:c5e1b3f53b2bc9b4aa13428145f78f028e7ebdb608315a336f453ba9f78f0b97

Observation 6389f27a-a10a-488a-be29-45145effd97d · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.360994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.664754Z digest=sha256:88769eaa16335fbc6acf6fc9225f6448007e534e275b7d4970496cb5da16cba5

Observation 2fece47d-def2-44a9-bad6-cecbf104a722 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.217037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.715472Z digest=sha256:f294259de8357b6805663346505cab2f181b30229253b607cfded4f0c3bf8653

Observation 5b8f612e-a382-4b6a-9401-4d4ef227f087 · outbound

This paper cites Azzabi, Z.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Azzabi, Z

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:33.068995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.782181Z digest=sha256:cd90288b72fa6e3e73fe6ab1e3c45cc874f1d0ed3bec40a57d52e94331555723

Observation cc2cb848-7405-4a9a-94e7-1175d4332a36 · outbound

This paper cites V aswani, N.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System V aswani, N

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:33.056063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:31.843319Z digest=sha256:ab73ea167f50f783c96c3ce43e707555ea645463bee2ed6de978582f29653c74

Observation 919d16b1-9d53-43b8-8696-9ec7847b0643 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T00:33:31.901399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:33:31.901399Z digest=sha256:041ed59c58210cb474aa16654ac796ef76f9736e3548f4dd19597352747524c2

Observation c1a6ecf9-e592-4499-8a03-63c61d6c989c · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.044312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.002662Z digest=sha256:9b408fb9fbc017c306020f1fcbf1355738e23fa9a2a5c09851cc6b847005404a

Observation c1e199c1-49d7-4c60-a467-7b9b8813532b · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.028608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.067637Z digest=sha256:3c23ada40138498813ab0b5cd57a94ba10765e1f6b059c0aefa94afea6e6bfec

Observation 22fd05df-0aa5-41b2-bf90-e6b9798b9f2b · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:33.014434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.074057Z digest=sha256:613e1a5a317fb92f081812269888b9f9fde4f0b739fb5921868516757d99db68

Observation d28746b0-b2b4-4532-9198-d6738dc42f38 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:32.994165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.079708Z digest=sha256:2d7d9d7c906081b52b208a128e5738f52829bf389d7c895cc870668e38c7b4b1

Observation 245868b4-aaa6-40a8-955e-6eb84328788e · outbound

This paper cites Zaratiana, N.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Zaratiana, N

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:32.881483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.083112Z digest=sha256:2148b4b75a84c21f0626d557e23f4baf029f3bc062fa9ea1c5ae849c30217763

Observation 8d13d4fa-cae9-492a-a079-c4c9c28a3478 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:32.733838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.086725Z digest=sha256:061ba5feadd70e08b680fc1d8e046bff7963deb392b875d6d0abdcf55aaacf61

Observation 0a9d7d88-f881-4576-8872-a8ff3aeb5905 · outbound

This paper cites Zhang, Z.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Zhang, Z

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:32.676161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.090205Z digest=sha256:0f86d5ef928327a3f672fb9b416c6ae3d668255cf58f80c35e3d61b8d5b75c28

Observation cead167e-076b-40eb-a089-706cfa62d9b3 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:32.662472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.093730Z digest=sha256:de964d86ed0b15833186892a271141795599bd97761c26ded71535782a479460

Observation 9c3dbee3-818e-49ac-96d5-a1e2031be408 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:32.651007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.096941Z digest=sha256:1449ae4736d1e06f5015c49ed70bce21c636bacbf7cb6836dfda432ca5e95460

Observation c9a044ff-8782-4876-ad93-d82233dba3bd · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:32.639249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.100944Z digest=sha256:15589c3b5033fd4444d7d168391713d1a6346ad8051c9e09efd33c79c973dc95

Observation 3d21aa4d-79b0-49db-bc98-0f0d1ccd805d · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:32.626742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.104878Z digest=sha256:a7b62bdfaa1d865ac5bcd6160da19e3ada3c7d6fd81830b2a79f8468b7887375

Observation 5fbfecf4-1154-4989-ba8b-9814bbf30c40 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:32.615250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.108548Z digest=sha256:6f0a4e6195663e99415c7e07912526bb3699e80ebf5e3daa48942e5e83e8e578

Observation da0722c2-5d2b-47ff-8ccf-d2dbdd9855d5 · outbound

This paper cites Zhong, X.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Zhong, X

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:32.603306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.112106Z digest=sha256:7eb0bf5f4ebdf6cd6c7c660c8cd022a94abbc4b81ae0114e2abfa549a2346deb

Observation 5d9ea448-40bc-491c-9bdf-6aa1bc8df4fd · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:32.591783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.116129Z digest=sha256:b29984110c151aea15834ad2c90fc8cf08c9dd7e1c9048baaffb1ae21248219d

Observation f3ad09c2-46af-47d7-be98-ad4b07d99e8f · outbound

This paper cites Ayoola, S.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Ayoola, S

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:32.579009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.119869Z digest=sha256:1ab1ecfa9fdbc860e4ef18d8192aa12281ea26eee5a514b3b030e69c76c2f887

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T00:33:32.123268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:33:32.123268Z digest=sha256:a2659f891320b9931c6ad5c6016ff5977d9f654a824c2b58ec6c4f30b9cb7fc2

Observation ebd08572-2314-45c7-a8f2-15588ce15a0b · outbound

This paper cites De Cao, L.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System De Cao, L

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:33:32.566720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.127116Z digest=sha256:3e3b3218be6ae48a826cec15fc19cd6e836fd1115909b321edd06bafd246e0c2

Observation 45623415-8b41-4e03-8439-cf5e385e2d14 · outbound

This paper cites an unresolved cited work.

H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:33:32.416733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T00:33:32.131249Z digest=sha256:3dc937d5aa4b1ab7f461acb32c55f2047f1dac3ae643d83c7b9ddd7739525efe

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-12T00:33:32.134966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:33:32.134966Z digest=sha256:9850fa993243bed9f2d94b000efbd1472080e56155f837f280b48b2becccbfe9

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-12T00:33:32.184202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:33:32.184202Z digest=sha256:512d3715978b6ef5457fcc388bf4f68172241c636440e0a60250fb6eec92597d

Pith citing papers

No inbound Pith citation observations are available.