Paper Citation Record · LEDGER

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation

As of 13 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2508.21320.

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

pith.paper-citation-record.v1
2508.21320 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:26:39.225700Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

50 of 50 outbound references displayed

verified exact4
verified fuzzy4
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 24ca7583-f19f-4172-8f8a-83f75e87e1e6 · outbound

This paper cites A Review on Language Models as Knowledge Bases.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation A Review on Language Models as Knowledge Bases

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T14:26:35.234685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f150cb0a-ee57-4ae8-8886-5f7fa58f5caf · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:47.507396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5f886cce-59c6-4914-910d-bd01b2ec55f5 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:47.272584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 428988fd-2eec-4aa1-b1c8-bd42d2c663dc · outbound

This paper cites An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T14:26:35.576415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 509cf4f8-aae0-473e-8612-8d677ddbf88a · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T14:26:35.667497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eab5d844-dd3f-4006-96b6-c2e1f3df93cb · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:46.786042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation be566daa-ebad-4638-aa62-5cd55856ded9 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:46.565211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8e5bdadc-9a7c-4f3a-9eee-05460f0645c1 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:46.341336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ae14d20f-62fd-45ab-af8f-4665f2f988d8 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:46.144831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fb2cf5e2-0d22-4870-aa81-f600a9d04ba2 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:45.940597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a2950f1e-4d8d-42c2-87d9-80cfa756bf5a · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:45.740286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dbb15925-ac1a-4fb3-abd9-e9945e2f9eed · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:45.523442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2e26bb21-a0bc-4883-8030-0c510157de77 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:45.359640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 37fd235b-9f64-4f63-b846-90ffccd7987a · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T14:26:36.420249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69cf97dd-5204-4ded-ba38-02d9ec462942 · outbound

This paper cites GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T14:26:36.518108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 321ad6f5-7c79-4727-be9e-e5e5da4060ba · outbound

This paper cites Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T14:26:36.621011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdfb479a-c3b3-4020-ab71-5934b4b06879 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:45.110652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e47b0e9e-a659-4e60-9dd9-5558690cf8e9 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:44.318732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 40f21f2c-fd80-435b-84e3-9d325ec6a1e4 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:43.938434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7818bf3b-7b0e-4e64-9843-30b91f8c147a · outbound

This paper cites Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:26:40.010040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2c576692-3d1b-4034-a09e-8e31eb1f2c3d · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:43.632208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c6d96ba1-d0c3-4518-bf58-d1a35f64d5ea · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:43.272721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 494f3263-9888-4b28-85b6-2f7537f250ee · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:42.964355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ddb788be-9816-4462-8898-6a1e1132551c · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:42.699248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 32d3c25d-5fdd-4832-9fbf-b9c5b81911ac · outbound

This paper cites Contrastive Learning on Medical Intents for Sequential Prescription Recommendation.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Contrastive Learning on Medical Intents for Sequential Prescription Recommendation

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:26:39.904722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7fa77e18-f4de-4f71-aee0-d75e3e5109ac · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:42.485035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 238a4fa2-734c-4920-bb83-4ca37dc7f9b9 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:42.293796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b88afccc-e1f3-4f14-a538-63d8b7c8117f · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:42.128183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3684f839-04dc-41b3-938c-a32c8f71ef62 · outbound

This paper cites Language Models as Knowledge Bases?.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Language Models as Knowledge Bases?

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T14:26:37.878029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c875fc9-321b-4b8c-b9da-2cf16eca254b · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:41.963745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3d3304bf-50e2-4cc3-b689-c44bb952452d · outbound

This paper cites Semantic-Aware and Goal-Oriented Communications for Object Detection in Wireless End-to-End Image Transmission.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Semantic-Aware and Goal-Oriented Communications for Object Detection in Wireless End-to-End Image Transmission

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:26:39.763663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9f4a742b-2766-44ff-8c5a-4b212d609eb0 · outbound

This paper cites Pre-training of Graph Augmented Transformers for Medication Recommendation.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Pre-training of Graph Augmented Transformers for Medication Recommendation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T14:26:38.089341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dc52273-4f5e-4ed6-b458-737f8351067e · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:41.764135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1fbc803d-74c1-46e7-986e-3609c88f168f · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:41.550589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1434f638-ba31-4eb2-aa9f-18e319e30f4e · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T14:26:38.271397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c8a0880-4fe0-4e16-8190-95914b5da668 · outbound

This paper cites Graph Attention Networks.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Graph Attention Networks

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T14:26:38.358624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d10c976-ccf9-4e9d-ab63-02d8be28af45 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:41.315300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7d59833e-1804-461f-8b70-52353d557670 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:41.165915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6e76588d-1d1c-4b32-a35e-2debe6d5a858 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:40.912573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e8394d60-6ae4-483f-90c9-c8bfbe6bb4ae · outbound

This paper cites RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:26:39.564180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fa18bd1e-b758-4686-8e1b-3e421c5def41 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:40.741965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4cb947b6-71b1-42a6-8ee0-f08178edb838 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:40.586568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6c08e249-d43c-4197-9c0e-a5782be00e63 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:40.462093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6cd282a8-ce60-4a89-ad32-d342248666e9 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:26:40.196726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 001b2bd5-ed59-4164-9839-9c02bf3c4d65 · outbound

This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T14:26:39.168671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 954459d4-782f-4d8b-976f-15be8fec8e01 · outbound

This paper cites an unresolved cited work.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T14:26:39.225700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b928ee89-95c9-4a36-93e4-14f2f539bd81 · outbound

This paper cites Journal of biomedical informatics 97 (2019), 103256.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Journal of biomedical informatics 97 (2019), 103256

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:26:47.048702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c5a26a0d-cf1e-4dab-9471-04ea7e043855 · outbound

This paper cites In Proceedings of the Web Conference 2021.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation In Proceedings of the Web Conference 2021

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:26:40.338738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 42862add-3cae-46fd-8b05-1e75f6d456de · outbound

This paper cites Scientific data 10, 1 (2023), 1.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation Scientific data 10, 1 (2023), 1

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:26:44.733467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ab7c6102-36f5-4477-b123-69182f4b4d19 · outbound

This paper cites https: //www.whocc.no/.

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation https: //www.whocc.no/

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:26:41.042983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.