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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 23 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 2026-08-23T06:30:58.430688+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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.371726Z digest=sha256:32b46198aff575d56c9ca3158522180f0334046204085ee0ca7ffd6d523c4592

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.414243Z digest=sha256:c688bc3b5954584744619db8aeb55821779d0194c5bee364c4b68236aa656189

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.443495Z digest=sha256:58bf02d73fb73e14139c930647704bd3b485b1aab93bb7e529846b3c644bfb98

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.522479Z digest=sha256:d33b7b907ada3f107bc7c36c98b85cbcb39d462658532bdddccb725a8912d1df

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.528480Z digest=sha256:9be4546a6bd471fe61180f277b2ab56af829691cc2fd4a30227821b585419081

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.543969Z digest=sha256:a478bb340545441676209db9f74bb9c9de19be7175b1a4542a49f1b97c8b20dd

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.552338Z digest=sha256:7d6198173046ff42b6b1a9ca69fee93d5437879a8fb51f50dbd9cbab29935b40

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.560540Z digest=sha256:e71601946e6159892d101fa93675a8434d156e982be0b42854bbf294dea821bf

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.569943Z digest=sha256:dd4414b84a5e886f220335ec64c73e404365bdd88161bd228f8eec69149f5ab2

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.577493Z digest=sha256:5495d95768a5e0d23af82a06fb244166bf29ea9497b47f37ec4bb79570987a6e

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.586654Z digest=sha256:8026476573a424fda2c6bace44c1f2f0f3e465abdc30c8bcf4c58a8600d7af97

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.593848Z digest=sha256:a12ea63cb3854eaee4a2591e85a6dbcc188c41e321793271639aa7a9f5084a17

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.598492Z digest=sha256:4bd4722779381b1c8e4276e2ad4a3edabc45a8172902bf0b21aabeb513f09b4d

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.602164Z digest=sha256:bea486a8d95e2c41b41514ea2211c3bfb5fdab73e6bdf92b8b3d81464a3e7106

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.605652Z digest=sha256:6665238f503f6e8c0591eaf1b21e41612e9a5f3e3f9a45ec8a543f90d44aec0d

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.608876Z digest=sha256:f3a5a5345fcfd12433acdd6a8c421c995e842f9eb6da5b53953caacc4859c07e

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.612685Z digest=sha256:21edc419fe6ada8c9986b9119cd9de7c00517c180ad99b5cdc3c36cd65e54ba1

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.616789Z digest=sha256:31bd7330bf3788c52d6137c501a3ea976520cccf44801adf6ea2c516e06eb297

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.620035Z digest=sha256:cdf43e78adc6b0fde7cbda70eeae08391c7c37ba6870218ded7a2414d5c4aa95

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.624114Z digest=sha256:b07eec44b4140d78887197bd0344dd32a3b8a22ca3d47b53c429d9aaafedd4e0

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.628288Z digest=sha256:6bc319a5a64e2b3c334cf61386cfd0ac0f6d3662ff289c89e4f9116365a09001

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.632330Z digest=sha256:17ee05e26343a63bbd9df330e7a310a0a3bf6d09b03abd13923e96b39b4452c8

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.635937Z digest=sha256:4e3ae080d78814b895844aca65cdc4a21f1fd52a5c0ade75f3f46304fee17a79

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.640005Z digest=sha256:723981d2064e6514a7fa587e69cbd6b74326f53be1990dddbadd5c1142a99605

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.643495Z digest=sha256:66b2ac5698e5c15dfa871b00917ff5ef131fd4ae5a1358b65e253d298e5c892c

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.648388Z digest=sha256:e5818562e16bbbac5697dc436c44a08d39b8884043e750106a9e4b6bfc72728b

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.652088Z digest=sha256:de4ad143f24ab076e315072895d3b7d4e2edf2757d379b317b1f7e6831ae5a6a

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.656347Z digest=sha256:fabe40538a21a59904d2db6d67f7f2c625f74ff2cdee186b85c37b417cacd3aa

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.660479Z digest=sha256:b5ca7fadff9325adf41a56b5427d9f1e8efeeb48d4f7c15f4c65f25c28231cef

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.664754Z digest=sha256:55133d2c5d4f6afdece00835909562030651bc39ed026c43376c33a992951749

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.715472Z digest=sha256:57a703ffde64d8b7ecfbdf1c73f88c43dd5c3324e9aa9f702cfcf512425d2480

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.782181Z digest=sha256:569a7ed32c43ca7d8da437ea04c3db7b847492cc7fd482fb739d04a3b1f4613e

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:31.843319Z digest=sha256:1d5d5a281881dbbc1a6374107cfd642a1ab557079285044cc71b471716be758e

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.002662Z digest=sha256:6182814865b31dc1d69dfbee8e4ccc543c70af3d1205102d19e53c1feab055e0

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.067637Z digest=sha256:6cb4f8aa41de6a6f0e57b2c8fa479b1d526b602d8e15f6492b03f45ac91056ee

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.074057Z digest=sha256:b39252c06221389b4141635ccbb8607c7e63e199daa044ae9db84800ce5a3877

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.079708Z digest=sha256:480470eae1aada499dc11a16d4e5946713889f0cd209f13b56c014c589c225af

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.083112Z digest=sha256:7d4fec34b274bdf00f4aeb18f8cb69927ea4e02d76f289f738f4ce09a5a97b44

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.086725Z digest=sha256:7f48d5f1c7573a97cd47191caceae4d8c3664a30e561500ebde1de73361e8cac

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.090205Z digest=sha256:bec188c4f14ee5d1826819b1e9025681808b487957d36a4feccd48a4c7bc8bf5

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.093730Z digest=sha256:be17adc83114b4a01215617105063fb8b9cba7f0c0d244968bfa7b6af4ab6591

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.096941Z digest=sha256:fb322f3db8e10535292bd7e41a64146e111577c7ffd1cb7dd70474bcea7e1c5d

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.100944Z digest=sha256:f820833a67739e1891b3e894d341f5800c8d6fd5995b1657ef52c2df957d390d

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.104878Z digest=sha256:bb6364914a56cc835b9b03f34f320af0635881479105f84b6b9b8ce032613c4d

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.108548Z digest=sha256:c945c217952909d3a85a4e350b35743be26799aabd80fdaa783e4752c980775c

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.112106Z digest=sha256:0764c8647e1eecd6f5e5a46ad5a529c90b36dfc37eaf072ba02147618d6cc87a

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.116129Z digest=sha256:f6c20829c06a6ebd90618f5aea596dc7c638bf6a1b6adf8b611760ebd192b2e4

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.119869Z digest=sha256:8f95681e58c63e2b690ce9a041aac69da5ca7aa38c79959bbb9bd87aa40b6d63

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.127116Z digest=sha256:58a1378661932ac2d2076d359bb3902fb6fb6ef7084fd9de7342ad688597feed

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T00:33:32.131249Z digest=sha256:d0752e0b733f1820ba713bf26186871590f734acfba0b6a4cb5ed029cb77bb98

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.