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Paper Citation Record · LEDGER

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models

As of 16 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2506.13467.

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

pith.paper-citation-record.v1
2506.13467 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:05:52.593696Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

12 of 12 outbound references displayed

  • verified exact2
  • verified fuzzy5
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e9c104b9-ac1a-4b36-9757-c9236d44af29 · outbound

This paper cites Macaca Mulatta.

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models Macaca Mulatta

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:05:53.084164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:05:52.540005Z digest=sha256:9b20c2af4644a3545c8a4da8243a0a88bb7506b1c88b71331c1b5b3f1d9c2895

Observation d0060a42-93c7-4d5c-b818-09d907bad7df · outbound

This paper cites (2025) ‘Large language models for data extraction from unstructured and semi-structured electronic health records: a multiple model performance evaluation’.

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models (2025) ‘Large language models for data extraction from unstructured and semi-structured electronic health records: a multiple model performance evaluation’

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:05:53.068677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:05:52.550477Z digest=sha256:305e9eeacc57829b1b6cb19ac8211bff330687a1c8d8db2ae4ac2622c4278ec4

Observation 88266502-a1c1-4877-8acd-11769e20510b · outbound

This paper cites (2010) ‘Modeling sample variables with an Experimental Factor Ontology’.

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models (2010) ‘Modeling sample variables with an Experimental Factor Ontology’

Reference 5

Resolution
verified exact
raw_fallback, observed 2026-08-15T20:05:52.980333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:05:52.560324Z digest=sha256:1207b98498cb468c256b7500e383fe937bbfd44416df66122a44ee8414d62326

Observation 5d26b3ae-3881-4b52-b3cb-5efca24411ae · outbound

This paper cites an unresolved cited work.

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:05:53.039525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:05:52.565346Z digest=sha256:13baf09b17a7b824feba6054ae62189658d30063d3ee515c6cec8404ab6fb6f2

Observation ede6073f-2ca5-4e83-95ed-552bf6558da9 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models Representation Learning with Contrastive Predictive Coding

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T20:05:52.575423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:05:52.575423Z digest=sha256:3517e97cc8fab4858d6beb615dc66d8f742f14bb507c48a8daa1d90beffb1981

Observation d2a0dde8-b61e-4d21-8436-96dd78df9b97 · outbound

This paper cites Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation.

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T20:05:52.580150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:05:52.580150Z digest=sha256:45c1ae4e7d6445833defa1a42208b20c5e2ccd3d43569d632c37dec186b65a51

Observation d42b9c16-3b65-4eb1-b54b-26c8fcae93ba · outbound

This paper cites (2020) ‘Contrastive Representation Learning: A Framework and Review’.

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models (2020) ‘Contrastive Representation Learning: A Framework and Review’

Reference 10

Resolution
verified exact
raw_fallback, observed 2026-08-15T20:05:52.862536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:05:52.584909Z digest=sha256:4a7f024995417175179d7945e5a7c41a1b26ea0ab6f6fa4988b744cb632131b6

Observation fdb41288-4c3d-46fe-80b4-c79635405790 · outbound

This paper cites (2020) ‘Contrastive Representation Learning: A Framework and Review’.

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models (2020) ‘Contrastive Representation Learning: A Framework and Review’

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:05:53.054103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:05:52.555135Z digest=sha256:f908b8f67bece70e4183e7d91bf0afde8ae5dc92949aba90ac2ceb53693153a3

Observation 5e4677af-22bd-4944-a28b-1aec6fbaa0f4 · outbound

This paper cites , ACM, pp.

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models , ACM, pp

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:05:53.024837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:05:52.589364Z digest=sha256:7165a794f082501a709d69fa51d1c1493b6702a6a5795ba92781ca6994aac3c8

Observation 2aea26f6-9b38-4200-9939-4f7ad3a8b929 · outbound

This paper cites [online] Available from: https://huggingface.co/NeuML/pubmedbert-base-embeddings 16.

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models [online] Available from: https://huggingface.co/NeuML/pubmedbert-base-embeddings 16

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:05:53.010108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:05:52.593696Z digest=sha256:24fc2740f3a8dc2a1e1ba7cc28824087ceded8bd218d10bbfbee485b777a3b6e

Observation c982a28b-41f4-4b2f-9b46-f5df46ba5590 · outbound

This paper cites Efficient Natural Language Response Suggestion for Smart Reply.

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models Efficient Natural Language Response Suggestion for Smart Reply

Reference 707

Resolution
unresolved
no resolver link, observed 2026-08-15T20:05:52.570432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:05:52.570432Z digest=sha256:89be56318bcf7c02ee82104a94eccbeb41ccd0b7122a511ff647dd01c12b7b0c

Observation 5b050603-1db5-4740-92dd-f1f1d9eb9d74 · outbound

This paper cites Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey.

Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-15T20:05:52.545221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:05:52.545221Z digest=sha256:ce6eb5753f9f58e7fa48f0c2b85b0ee9bdad102e03d4274211e4b3ac50726a44

Pith citing papers

No inbound Pith citation observations are available.