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Paper Citation Record · LEDGER

A Multi-Layered Large Language Model Framework for Disease Prediction

As of 10 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2502.00063.

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

pith.paper-citation-record.v1
2502.00063 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:58:13.405423Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:38:24.832124Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T11:38:26.231078Z

Reference resolution

27 of 27 outbound references displayed

  • verified exact0
  • verified fuzzy16
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6e372e57-57fa-449d-b176-8c5d03e433fa · outbound

This paper cites In: 2024 International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC).

A Multi-Layered Large Language Model Framework for Disease Prediction In: 2024 International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:58:13.676155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation a30a9682-0fa3-4d89-8363-f3f5da7d14f9 · outbound

This paper cites LMRPA: Large Language Model-Driven Efficient Robotic Process Automation for OCR.

A Multi-Layered Large Language Model Framework for Disease Prediction LMRPA: Large Language Model-Driven Efficient Robotic Process Automation for OCR

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-09T22:58:13.325417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8aa5251e-8dc8-4817-83b7-d990464f1b9e · outbound

This paper cites LMV-RPA: Large Model Voting-based Robotic Process Automation.

A Multi-Layered Large Language Model Framework for Disease Prediction LMV-RPA: Large Model Voting-based Robotic Process Automation

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-09T22:58:13.329721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 28a90275-71d8-4373-9ce3-4ed8b7e0df83 · outbound

This paper cites IEEE Access1 (2024).

A Multi-Layered Large Language Model Framework for Disease Prediction IEEE Access1 (2024)

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 57f76e05-5e22-4dad-afb5-e35ae10e48f8 · outbound

This paper cites In: CEUR Workshop Proceedings.

A Multi-Layered Large Language Model Framework for Disease Prediction In: CEUR Workshop Proceedings

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 6c6fda82-5529-4dc6-89db-8a0046f42dc6 · outbound

This paper cites In: Proceedings of the Workshop on Automatic Ex- traction of Socio-political Events from News 2020.

A Multi-Layered Large Language Model Framework for Disease Prediction In: Proceedings of the Workshop on Automatic Ex- traction of Socio-political Events from News 2020

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 820773ff-3d8a-48a6-8a76-1ed90ff9bf0b · outbound

This paper cites an unresolved cited work.

A Multi-Layered Large Language Model Framework for Disease Prediction Unresolved cited work

Reference 7

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 6bcff1b7-a87b-4f8e-b315-ba0883870899 · outbound

This paper cites Jour- nal of Medical Internet Research23(5) (2020).

A Multi-Layered Large Language Model Framework for Disease Prediction Jour- nal of Medical Internet Research23(5) (2020)

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation f6682e3e-4dbe-4fe9-a4c4-706cd912cb5d · outbound

This paper cites Annual Review of Biomedical Data Science 3(1), 433–458 (2020).

A Multi-Layered Large Language Model Framework for Disease Prediction Annual Review of Biomedical Data Science 3(1), 433–458 (2020)

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 4af071af-3220-4ec1-b543-12ca15c6b7fc · outbound

This paper cites an unresolved cited work.

A Multi-Layered Large Language Model Framework for Disease Prediction Unresolved cited work

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 0545b313-6e63-4a62-a81d-e23c99db410c · outbound

This paper cites Journal of the American Medical Informatics Association (2024) 10 M.

A Multi-Layered Large Language Model Framework for Disease Prediction Journal of the American Medical Informatics Association (2024) 10 M

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation a6397c55-518f-4eab-97e3-4459b618dcd2 · outbound

This paper cites In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024).

A Multi-Layered Large Language Model Framework for Disease Prediction In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation fea86c3a-a851-45e9-b8e9-1bc70d8129f3 · outbound

This paper cites RIRO: Reshaping Inputs, Refining Outputs Unlocking the Potential of Large Language Models in Data-Scarce Contexts.

A Multi-Layered Large Language Model Framework for Disease Prediction RIRO: Reshaping Inputs, Refining Outputs Unlocking the Potential of Large Language Models in Data-Scarce Contexts

Reference 13

Resolution
metadata mismatch
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 2421fe68-2469-481d-a1ad-03614c22322b · outbound

This paper cites LLM-SEM: A Sentiment-Based Student Engagement Metric Using LLMS for E-Learning Platforms.

A Multi-Layered Large Language Model Framework for Disease Prediction LLM-SEM: A Sentiment-Based Student Engagement Metric Using LLMS for E-Learning Platforms

Reference 14

Resolution
metadata mismatch
local_arxiv, observed 2026-08-09T22:58:13.445585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation ad0807c1-62e6-4347-9162-fe1385e5914d · outbound

This paper cites arXiv e-prints pp.

A Multi-Layered Large Language Model Framework for Disease Prediction arXiv e-prints pp

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e9f44759-f303-4467-94a2-6bb07148d00e · outbound

This paper cites Information10(4), 150 (Apr 2019).

A Multi-Layered Large Language Model Framework for Disease Prediction Information10(4), 150 (Apr 2019)

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation f970f0d4-6308-454b-b550-b01528d5d981 · outbound

This paper cites 4–9 (2021).

A Multi-Layered Large Language Model Framework for Disease Prediction 4–9 (2021)

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e28e866c-5142-425e-866a-5ca90bf3b164 · outbound

This paper cites an unresolved cited work.

A Multi-Layered Large Language Model Framework for Disease Prediction Unresolved cited work

Reference 18

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 59518c5f-7f6e-4a82-a1a7-605da3b56296 · outbound

This paper cites In: CEUR Workshop Proceedings.

A Multi-Layered Large Language Model Framework for Disease Prediction In: CEUR Workshop Proceedings

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e703e217-7d90-40d6-a9bc-f332239349de · outbound

This paper cites In: 2024 AIAA DATC/IEEE 43rd Digital Avionics Systems Conference (DASC).

A Multi-Layered Large Language Model Framework for Disease Prediction In: 2024 AIAA DATC/IEEE 43rd Digital Avionics Systems Conference (DASC)

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 62189994-0e1f-4859-81b8-09511fed345d · outbound

This paper cites an unresolved cited work.

A Multi-Layered Large Language Model Framework for Disease Prediction Unresolved cited work

Reference 21

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 73352fdb-9e9f-4fd8-ad45-f14810d697c1 · outbound

This paper cites In: EVALITA Evaluation of NLP and Speech Tools for Italian.

A Multi-Layered Large Language Model Framework for Disease Prediction In: EVALITA Evaluation of NLP and Speech Tools for Italian

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:58:13.522360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 7b6c79c9-cd0b-44fd-9f23-a353e67ce297 · outbound

This paper cites In: Pro- ceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL).

A Multi-Layered Large Language Model Framework for Disease Prediction In: Pro- ceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL)

Reference 23

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 9020d75f-c6cf-4721-af99-2f764f1e40e5 · outbound

This paper cites an unresolved cited work.

A Multi-Layered Large Language Model Framework for Disease Prediction Unresolved cited work

Reference 24

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 43d1e12f-dc81-42fb-8fa9-4eff7abc30a6 · outbound

This paper cites an unresolved cited work.

A Multi-Layered Large Language Model Framework for Disease Prediction Unresolved cited work

Reference 25

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e718ce81-7d2a-4561-9f1d-376c5677f312 · outbound

This paper cites LLM-DaaS: LLM-driven Drone-as-a-Service Operations from Text User Requests.

A Multi-Layered Large Language Model Framework for Disease Prediction LLM-DaaS: LLM-driven Drone-as-a-Service Operations from Text User Requests

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-09T22:58:13.401618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c642f0c5-17f5-4c01-ad94-610c85b3d172 · outbound

This paper cites In: Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages.

A Multi-Layered Large Language Model Framework for Disease Prediction In: Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:58:13.485713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Pith citing papers

Observation 76c7f6c7-ca1a-48a7-8721-dbced2a75df5 · inbound

An Ensemble Classification Approach in A Multi-Layered Large Language Model Framework for Disease Prediction cites this paper.

An Ensemble Classification Approach in A Multi-Layered Large Language Model Framework for Disease Prediction A Multi-Layered Large Language Model Framework for Disease Prediction

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:38:26.375672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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