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Paper Citation Record · LEDGER

GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction

As of 18 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 0 inbound Pith citation observations for arXiv:2412.08661.

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

pith.paper-citation-record.v1
2412.08661 v3

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:29:19.305410Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

7 of 7 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 172cb69b-0345-4b62-84bb-c8b07d1ab196 · outbound

This paper cites an unresolved cited work.

GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:29:20.694627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T21:29:19.291562Z digest=sha256:070334f71b96d8a8f8036754b2db2f30f3bc28e2a4fae2585862fc7ef3066f2a

Observation b4d540ce-c26a-4340-a392-8992e8f8da05 · outbound

This paper cites For each point, we can get a 90% confidence interval by taking 5% and 95% percentile {�𝑞𝑞0.5,𝑖𝑖, 𝑞𝑞0.95,𝑖𝑖�}𝑖𝑖∈𝐼𝐼 of its K predicted values.

GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction For each point, we can get a 90% confidence interval by taking 5% and 95% percentile {�𝑞𝑞0.5,𝑖𝑖, 𝑞𝑞0.95,𝑖𝑖�}𝑖𝑖∈𝐼𝐼 of its K predicted values

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:20.686385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T21:29:19.295364Z digest=sha256:8b3faec56dfc8f5a232774dd1d65b62fac6c36dee694683583b30d7738321bd8

Observation 4092a333-5fee-4048-8b7f-7e68205d5540 · outbound

This paper cites an unresolved cited work.

GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:29:20.712016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T21:29:19.298136Z digest=sha256:708083d386821268fbc460a3a48baf5ef84756f29bbd7816f0b475e030519254

Observation 51cfb984-473e-4202-a7a9-9129f73f836f · outbound

This paper cites an unresolved cited work.

GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:29:20.703606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T21:29:19.300675Z digest=sha256:3edd411151dcadc3e862f39ef40cb003102084179db6316c52c2ae79eb3bd4ca

Observation 5b571714-e889-40fd-992c-44f9b6db1ad0 · outbound

This paper cites Also, the residuals {ϵ𝑖𝑖}𝑖𝑖∈𝐼𝐼𝑡𝑡𝑡𝑡𝑡𝑡𝑖𝑖𝑡𝑡 on one of this training sets will be obtained.

GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction Also, the residuals {ϵ𝑖𝑖}𝑖𝑖∈𝐼𝐼𝑡𝑡𝑡𝑡𝑡𝑡𝑖𝑖𝑡𝑡 on one of this training sets will be obtained

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:20.677287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T21:29:19.302929Z digest=sha256:6004a91fe07d0626460faa208d548caf5f6a262042937a3aec7cb2cab34248d5

Observation d8617338-562a-4b97-8afe-b55bf6164fd0 · outbound

This paper cites C.Localized weighted exchangeability and coverage validity in the geospatial context Assumption 1 (Localized weighted exchangeability).

GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction C.Localized weighted exchangeability and coverage validity in the geospatial context Assumption 1 (Localized weighted exchangeability)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:20.669487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T21:29:19.305410Z digest=sha256:c8e8f89bb4ffba5dcb9a13895abc786c922ac6d6c0960854d5984322b41ca683

Observation 9dee620b-79ae-47bc-ac25-17d2370bc267 · outbound

This paper cites Guo, X., Q.

GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction Guo, X., Q

Reference 265

Resolution
unresolved
no resolver link, observed 2026-08-11T21:29:19.282745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:19.282745Z digest=sha256:c74cceaabbbc75487dd1f2a30ebe86d1f6fb43365f4e26e113d9c771260aac18

Pith citing papers

No inbound Pith citation observations are available.