Paper Citation Record · LEDGER

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding

As of 8 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2607.17999.

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

pith.paper-citation-record.v1
2607.17999 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T04:16:20.400459Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

49 of 49 outbound references displayed

verified exact0
verified fuzzy0
unresolved49
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 28720a29-3bab-4116-a0f9-69acece7c8c1 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.258210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b9beece-844c-4256-a615-bd562a222b59 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding On the Opportunities and Risks of Foundation Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.262455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93c0e15e-33c5-47e3-8810-cd4cccc3d51e · outbound

This paper cites Brown, B.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Brown, B

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.265941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b748e7ec-ecfb-4aba-a382-f1f0312bb9c8 · outbound

This paper cites GPT-4 Technical Report.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding GPT-4 Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.269159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec67e08a-9173-452f-846a-213f38af174d · outbound

This paper cites A Generalist Agent.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding A Generalist Agent

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.272833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ab9407a-60e7-4712-ac4b-70e0a4b6523f · outbound

This paper cites Awais, M.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Awais, M

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.276226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdecb522-88e0-471e-b5f1-052d9db94e28 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.279478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9afd093c-fb16-4798-b942-22cbf6f2b153 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.282306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efcca363-5c3f-4559-9093-0edca22cf0a2 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.285152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edd4837d-a800-4dcb-87dd-a98cc8e5e924 · outbound

This paper cites Masry, X.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Masry, X

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.288255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df5f4f74-5fc5-4dbe-ae7e-a805288c6444 · outbound

This paper cites Mangalam, R.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Mangalam, R

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.291029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05dea832-cf3a-411c-ac06-1a5a6354f123 · outbound

This paper cites Majumdar, A.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Majumdar, A

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.293778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1277d4f8-41ed-439d-85bc-20f7a577afda · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.296916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9552066f-d2a1-44ea-9368-a04b4d7378dd · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.299716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2729730f-05dc-4071-8bd7-1a5505031c32 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.302505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c53d8a9-9cab-43ea-aa91-b312dab6b316 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.305268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afee5634-deb0-4717-999e-c8414bb1a54b · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.308093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f378904-9a23-4efe-8895-e04e89d27e93 · outbound

This paper cites Kraak, A.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Kraak, A

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.310687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ca0833f-7a23-4aef-95cc-1fc10428b3e6 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.313911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 240b0e5d-68b6-474e-a425-f695836265b7 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.317333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a474d913-b905-418f-b979-4c6b7ccdd701 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.320483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 459b1ace-1fb5-4d20-9651-8b271d0bc76e · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.323268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0eeb86f6-62fd-45ff-b73f-1c091e95db3b · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.326068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da66ef6d-e802-4874-9ba9-d1bdca1fa312 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.329006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bca7aca8-9e2d-4570-89ed-ac0b7b977dea · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.331965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e71367e-e595-4604-8bc9-cb75c4f1859c · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.334633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f853d1db-5164-43bb-bb87-098bcf6af5ae · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.337176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b242cc4b-e3ad-4601-afdd-77112d4c7dc0 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.340418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b462efff-f01e-4e06-88f3-c5fb4d52805a · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.343444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bea1fe8-d4f1-4748-ab90-e35dbe66242e · outbound

This paper cites Anderson, Q.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Anderson, Q

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.346005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b108cd3d-5780-4f0d-be24-60b3320bec16 · outbound

This paper cites Andrienko, G.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Andrienko, G

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.348673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8658f7f2-c99a-4a9e-982d-c205b43fa3ac · outbound

This paper cites Chiang, C.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Chiang, C

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.351419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9714523-6cc5-412e-8857-c5292a7167cc · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.354042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0ba7248-38c6-43f3-a1a8-d62f5efb2f60 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.356687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3decb640-d817-4a10-a0a2-5ad79bc09f91 · outbound

This paper cites FigureQA: An Annotated Figure Dataset for Visual Reasoning.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding FigureQA: An Annotated Figure Dataset for Visual Reasoning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.359543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0cbbcbc-0ee7-4ddc-b31c-03c2850aba6e · outbound

This paper cites Krygier, D.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Krygier, D

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.362733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b8a1dce-3495-43d1-801e-5b1b6419c636 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.365856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f19d141-7694-42d3-be22-2d9b86bc7cbd · outbound

This paper cites Martinez, A.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Martinez, A

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.369009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51ee0f43-addd-4faa-a550-9811622e2ce7 · outbound

This paper cites Petitpierre, J.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Petitpierre, J

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.371673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8487e7f-85e7-4e79-92e5-7540ac7cfcf4 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.374658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4094e6d-d6da-47be-8ec5-d9825404955c · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.377321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70bf4aa3-e67d-4c08-acd3-82338357f067 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.380053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fcc6d7a-155a-470e-b9dd-214756efda24 · outbound

This paper cites Methani, P.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Methani, P

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.383099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2144d38e-f1f8-4191-bfe8-9cb9a2a20ed9 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.385984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3503ded1-f0ee-4ef5-9d43-324de5dfe034 · outbound

This paper cites Zhang, W.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Zhang, W

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.388877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89781f15-dd7c-449a-8f40-52e42d6366bc · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.392273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10a64888-199c-4272-9b23-afcf036a1cf1 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.394831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02987d99-5434-4a64-90b7-8f694f1035d0 · outbound

This paper cites an unresolved cited work.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.397590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5931dcc-5d59-417f-b9ac-37093c007875 · outbound

This paper cites MapQA: A Dataset for Question Answering on Choropleth Maps.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.400459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.