Paper Citation Record · LEDGER

Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation

As of 18 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 1 inbound Pith citation observation for arXiv:2411.10753.

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

pith.paper-citation-record.v1
2411.10753 v1

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:26:43.823443Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:30:40.745410Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T20:30:41.085809Z

Reference resolution

6 of 6 outbound references displayed

verified exact0
verified fuzzy3
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eccb4c63-3ac3-4894-b341-b6110202d9cc · outbound

This paper cites geospatial code(Bebortta et al., 2020; Hou et al., 2024c).

Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation geospatial code(Bebortta et al., 2020; Hou et al., 2024c)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:26:43.934787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d7c38f1e-692b-48cf-b7e8-c72c2a4a6efa · outbound

This paper cites information silos(Ning et al., 2023; Pan et al., 2024).

Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation information silos(Ning et al., 2023; Pan et al., 2024)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:26:43.920440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a5285365-fcd0-497d-8cac-f4e51343eaf7 · outbound

This paper cites an unresolved cited work.

Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:26:43.905924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5e69e060-99dc-473f-b467-36432ec6c3b5 · outbound

This paper cites no maintenance.

Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation no maintenance

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T19:26:43.890639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3c6d024f-9dde-4b84-bd40-0ef90df0bec1 · outbound

This paper cites User Requirement Supplementation.

Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation User Requirement Supplementation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:26:43.876001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 67ce9d6d-d5a0-4832-92ce-e7f6babeefff · outbound

This paper cites CodeMirage: Hallucinations in Code Generated by Large Language Models.

Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation CodeMirage: Hallucinations in Code Generated by Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T19:26:43.823443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation af685d55-7a46-43aa-a40d-67c73d043519 · inbound

AutoGEEval: A Multimodal and Automated Framework for Geospatial Code Generation on GEE with Large Language Models cites this paper.

AutoGEEval: A Multimodal and Automated Framework for Geospatial Code Generation on GEE with Large Language Models Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:30:41.091244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.