Paper Citation Record · LEDGER

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks

As of 20 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2506.11028.

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

pith.paper-citation-record.v1
2506.11028 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:41:56.893138Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

47 of 47 outbound references displayed

verified exact0
verified fuzzy25
unresolved22
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3984248f-7c04-49a3-877d-99d089af9b99 · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 1

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Source-reported events for the cited work

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Observation 2a186a21-18b6-412f-b057-aa4c2f7a32ff · outbound

This paper cites & Vespignani, A.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Vespignani, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:06.077460Z

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Observation 7e8cb5a4-d1da-4906-98d7-ef2b903b266c · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 3

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Observation a25c8695-7a64-4a70-96c1-2e52e2c28477 · outbound

This paper cites & Helbing, D.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Helbing, D

Reference 4

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This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 5

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Observation fcb05b02-bd22-483f-be86-f425b3f320ea · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d2b304d-c60d-4d59-aeb1-8aa5808475a6 · outbound

This paper cites & Wang, X.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Wang, X

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 649479d2-c2e7-4c5f-a897-721293d66e60 · outbound

This paper cites & Bogoch, I.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Bogoch, I

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:05.308103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e228dd1d-2c3d-4a1b-bb61-0c3defdbd952 · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 9

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Source-reported events for the cited work

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Observation efbba3fb-30ea-4492-9d6a-9e183c8c848c · outbound

This paper cites & Shi, X.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Shi, X

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:04.929089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5834efa0-1e7e-4385-9c30-a8b138d2bc7b · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:04.709016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6b922f2b-45a0-4192-b105-2c80b7c7770f · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 12

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Source-reported events for the cited work

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Observation 1aee0635-1b84-4d4b-a929-4d7bfffa1b37 · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4081ccf4-da7e-4c29-8715-7af9fef593de · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:04.098511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6d9f51d1-c8d0-4ad4-89f8-2e08d37d6f57 · outbound

This paper cites & Klein, E.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Klein, E

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:03.922662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1cb62acc-1e11-44cd-a29a-8140f9141497 · outbound

This paper cites & De Angelis, D.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & De Angelis, D

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:03.758044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0d891d43-1dc3-4d50-856a-e9f3496dbc5a · outbound

This paper cites Scientific evidence supporting the gov- ernment response to coronavirus (COVID-19).

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Scientific evidence supporting the gov- ernment response to coronavirus (COVID-19)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:03.525416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c956a4c7-f9fe-49c0-bfe9-b49a7638fe10 · outbound

This paper cites & Chollet, F.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Chollet, F

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:03.364845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fb879912-2214-4233-939a-f4603a6890d3 · outbound

This paper cites Reduction in mobility and COVID-19 transmission.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Reduction in mobility and COVID-19 transmission

Reference 19

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9d7b20c0-d40f-446f-ba2f-dad07b87e367 · outbound

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Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 20

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Source-reported events for the cited work

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This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:02.766011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c6f9ca0e-c2de-43fa-ae51-0d7587183b98 · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:02.574583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f2f7c2e8-15dd-44e1-ae15-f2e01e218e87 · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:02.390495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 08fdab8d-aeb5-41d5-91f3-992810a519de · outbound

This paper cites & Golabpour, A.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Golabpour, A

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:02.197676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e883ccba-214b-42e1-845e-aaf089a2555e · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:02.003254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c1f06052-d55c-4496-a6d3-d565e2969107 · outbound

This paper cites M., Rosete-Verges, F.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks M., Rosete-Verges, F

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:01.783396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 423a9e22-b1b5-47b3-9fee-b0ac29b4b09e · outbound

This paper cites & Ning, Y.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Ning, Y

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:01.560891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 41a87bb6-5814-428c-9c8e-be5c880b8306 · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:01.384962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 195d492a-9adc-4f54-8c31-f4c67e2bc238 · outbound

This paper cites & Yan, X.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Yan, X

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:01.167522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4f56cf8c-4b08-444a-916e-f2f7d738681a · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 67578153-9fe3-4824-975a-4d1377dde6cb · outbound

This paper cites Multitask learning.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Multitask learning

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:00.674842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 24c7b317-8015-47e3-a3f2-111d028bc13b · outbound

This paper cites & Yang, Q.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Yang, Q

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:00.415682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cf25441e-7b98-41f8-a023-17e1bac4bc97 · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:00.204365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 530e2eca-9fd5-4114-a504-61259fac7422 · outbound

This paper cites Pandemic and lockdown: A territorial approach to COVID-19 in China, Italy and the United States.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Pandemic and lockdown: A territorial approach to COVID-19 in China, Italy and the United States

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:00.059037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 43be0dc4-801a-432f-a0d6-e802d77797a5 · outbound

This paper cites & Neumayer, E.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Neumayer, E

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:41:59.900793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 854ae819-62c9-4446-9131-2f4d5f7015b9 · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:41:59.684211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 90621a39-cdd6-499e-8f51-a2d5bd345998 · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:41:59.505101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c5c0325d-414e-48b2-938a-af9c5e241b90 · outbound

This paper cites T., Burger, M., Sun, S., Dobson, R.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks T., Burger, M., Sun, S., Dobson, R

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:41:59.298550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1936523c-804b-4104-9796-ce89fd66334b · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:41:59.117124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b2a3a5f7-c322-413a-b61d-7d17b23ef9cb · outbound

This paper cites Threat assessment brief: Implications of the further emergence and spread of the SARS-CoV-2 B.1.1.529 variant of concern (Omicron) for the eu/eea - first update.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Threat assessment brief: Implications of the further emergence and spread of the SARS-CoV-2 B.1.1.529 variant of concern (Omicron) for the eu/eea - first update

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:41:58.933506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9a79cb95-c807-4ff5-84b3-88ca2a2edb35 · outbound

This paper cites Omicron surge is ‘unlike anything we’ve ever seen,’ expert says.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Omicron surge is ‘unlike anything we’ve ever seen,’ expert says

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:41:58.745276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 25f3a2d4-b7c0-4aba-a37b-57dde58267cd · outbound

This paper cites & Liu, Y.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Liu, Y

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:41:58.571697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2ac664e3-7f1f-4e9b-9af9-88bfeeaace05 · outbound

This paper cites & Guestrin, C.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Guestrin, C

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:41:58.378778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation acc5e388-c173-41fd-9493-5c2843c37000 · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:41:58.189345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5bb9f7db-28f9-4307-8c2c-c140166238b0 · outbound

This paper cites Random Forests.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Random Forests

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:41:58.006678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e8016919-97c3-4dae-8ce7-271d95af24b3 · outbound

This paper cites an unresolved cited work.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:41:57.671995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ac9f9b8e-4e67-4864-a70d-ce58b746aa75 · outbound

This paper cites & Gardner, L.

Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks & Gardner, L

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:41:57.255010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.