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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 22 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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.371726Z digest=sha256:cc6e207cd81d847019aba3ac9f59b57c824c8a71bd1bf4fdb407166a3a7b5689

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.414243Z digest=sha256:b8d528399417a6a27bb848af406ffeaa762b4e7e741d8fbe0294a598bb648848

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.443495Z digest=sha256:e2ef5ab9243fd7a21c89c38b76af9d81275bdedb68fdd27c570148c9749e5ac4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.522479Z digest=sha256:d5e523be874c9d5645e2dbc98f544107de9ca119f0e975f091360e71eb3a3801

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.528480Z digest=sha256:81b00a759865405dd1435e80e60c6983c59205b28208ef9808036c202e2d23cc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.543969Z digest=sha256:bd1d27aaf236a87529785bee8ff5ec29969258625d2afb30f117288096f7764d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.552338Z digest=sha256:8532abb5010f1623a9f462ee104a62275a4c6979ebbb5aac06f7e74d4cae159e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.560540Z digest=sha256:c267f0455e20a0b8cd0f7d3b16a3b796ffca84bd7ae28a5949a2a312059d50b3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.569943Z digest=sha256:c46bac7d04f56288b8f92a25e50c7f1add07a045c04e2f4dcec874fbc507c81d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.577493Z digest=sha256:a59859596a7defc6ab33e1123674eb96f77ffa8c736414d794268b1a31b72fd4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.586654Z digest=sha256:4ab88a512b4a753e047c9ad6af46ec8dfabbb229835138da6484d994276be75a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.593848Z digest=sha256:9697ba6eb3c714848579b0e024be3d48a9e3d39d651f809863f6e3235e95b03e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.598492Z digest=sha256:d5f84b0ed5f7a7af809ca6d2142d658b71f83d3258b5a83b1c0aa0e41b1bf5e6

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.602164Z digest=sha256:81c00d0931e71c9e184749d74f5f53aef442c28939a3b8c661d4ee0270d70747

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.605652Z digest=sha256:b99f099e0ebaa9e2a7605467b9a54b6d83d72ac95045de1fa08d5323f5518fdd

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.608876Z digest=sha256:63a555ffa01255a8ff075f154adf62ed19d17c8234b7fef5ed5d94f397ff8597

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.612685Z digest=sha256:6754c56d0f02fbcff580dd6b62465cff36b60a9735c795d856d304ec1dce2a61

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.616789Z digest=sha256:bdde2b464d126acb8b6b0e2218afa1885da22e2024e668e9da7045953aecf2a2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.620035Z digest=sha256:7a4d1cf25b9b83fce02b645a06b062be36c078c5e602d33cda4992a95a34b887

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.624114Z digest=sha256:2dbe28560890aca39b9c8000a3d2cf5416429f6d56b8edef6114bf5fa3287f3e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.628288Z digest=sha256:14754e5148089784059ab9964eae60cb1203a9e6cb8139cc1cf5d75b63ab9de7

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.632330Z digest=sha256:202e698261115be1bf8e0e9f5b66cf24a59aed6dccc24aa5e15aafb7e720c5de

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.635937Z digest=sha256:c1ca14de0a5f5849da14802d0d902d4c473caf9e50e0722d3ff69ccc57cadaf9

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.640005Z digest=sha256:303b71a1d3d2949820088842635810053fdf4037a64ad31a451d5f7779bb6ca5

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.643495Z digest=sha256:a1e19af2c43ce9286c3b4161ea5ef161b7bd79104072b68fd7742b535c542a3d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.648388Z digest=sha256:370e45fd44604bdc2df23e112ab5891ff0ff6794011de40f9744b647e2821465

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.652088Z digest=sha256:f44e40f9a6f50c780f0ca8513a3cc6cc36521dee8e930fbae3bdb3dda6b30935

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.656347Z digest=sha256:2c116c60be3101b7d14d04659c051f0d38a7acd55ce6ac31c910075a6485426e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.660479Z digest=sha256:31cda265e34f9d7287d09146a5059806ea255cba63f5bb66744fd936d4511af0

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.664754Z digest=sha256:1f332ba0d8e1605fbc4c6bd8f82981f6d1a36a4d9cac234616cf0c1778d31364

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.715472Z digest=sha256:ba444e5e16738f68222c2501e7022f7877b499e91949f9935639ee5f9b6e2a81

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.782181Z digest=sha256:d206284cd548b8c6350d4f0a933885a5c39dfecb6b29074707466d716def51bf

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:31.843319Z digest=sha256:7d4b26c854908bd2878a6fcd48f0d841bbe4329da3fa9007adfb6cfa865cc472

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.002662Z digest=sha256:136f8418842cb5d70e7278a66c1f57ac4c04457901d8a475bf54d1887a569f14

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.067637Z digest=sha256:fe558cfd93770bc2793d8f838f20c67d9a1f6eee82eba3a0ad3c45aa716dd9dc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.074057Z digest=sha256:f84467fbfe27a20fd146ce7dc38cc4a351bbc25539a493fdd40c2891c9682b86

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.079708Z digest=sha256:1181f2f86f4f9cdb009471189f0f02d5e3a7fa40beeaf17f1c324b85a21b9c74

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.083112Z digest=sha256:f6b4f813679e2151b17a9516a69ea5da8c354f45b36a2cdb8f2bdef03ede0af1

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.086725Z digest=sha256:e54665313bf395a548bfabced04354b0103af9da6c4f5f14a7516e615b01f7cc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.090205Z digest=sha256:16e2bab27babb1c72f42500f656e4e831190f4572bb124b41b968aa919b11d94

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.093730Z digest=sha256:c59125ef9bd281329530e140b18c7ad43cc5cf921253f6b469f1a8901eb60d80

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.096941Z digest=sha256:a844e3d5a32786578ffadfe37d2bad93bd2f9c99d64f7a5427798a2dc489838f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.100944Z digest=sha256:31aa9211832886572cdbab04d1de87fc5f15008cb94d520864863b64793a37a7

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.104878Z digest=sha256:059f483a8d6adfad5704abec73fde4f125ec53f11ab080f674261d38b715293d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.108548Z digest=sha256:08d8a118eb9fe9efa873563d8fff9bd50467ed79267ed523ddb9c038ab831ecc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.112106Z digest=sha256:d6039b24f2fc8b0e641fa51a9f78bebf76439c86d41ea4ff044d39f25eae442f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.116129Z digest=sha256:76d90278c060a9b1b19574c853a9ed49e570b811e9cfef334a26215679333ee8

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.119869Z digest=sha256:37f6be3e206284e260c855d97e023effe0839868293114ac1b29c6477fab6ab3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.127116Z digest=sha256:08617747320743254f61c5aa111e39f4dd04d98e287b7ea270b07e425e745d7b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-12T00:33:32.131249Z digest=sha256:19b15197fdf2de78db76b9c645a983e4802212a047a02767bb2a6af5242cf541

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.