Paper Citation Record · LEDGER

Mapping the City Through the Lens of Language Models

As of 9 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2608.02971.

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

pith.paper-citation-record.v1
2608.02971 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:28:44.971205Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

39 of 39 outbound references displayed

verified exact1
verified fuzzy23
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d01c6f9d-a8a7-4f65-ae16-2aa8d7b57823 · outbound

This paper cites Journal of Experimental Psychology: General , volume =.

Mapping the City Through the Lens of Language Models Journal of Experimental Psychology: General , volume =

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:46.423179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 46b9780d-31b7-4dc3-a180-f8c20f191290 · outbound

This paper cites , title =.

Mapping the City Through the Lens of Language Models , title =

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:46.313304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7bab4b49-5aee-4f5a-b0c1-3f5fb3d8546c · outbound

This paper cites and Schaffer, Marguerite M.

Mapping the City Through the Lens of Language Models and Schaffer, Marguerite M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:46.176792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f4903ec5-8517-48f8-9fec-9a98c649fade · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume =.

Mapping the City Through the Lens of Language Models Transactions of the Association for Computational Linguistics , volume =

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:46.136396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d7cf0998-191b-4d9c-b061-b684888282b7 · outbound

This paper cites Proceedings of the 40th International Conference on Machine Learning , series =.

Mapping the City Through the Lens of Language Models Proceedings of the 40th International Conference on Machine Learning , series =

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:46.115678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 103bf570-52ac-48b5-91a2-4829ef3e0691 · outbound

This paper cites Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics , pages =.

Mapping the City Through the Lens of Language Models Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics , pages =

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:46.101552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 563927f2-6f9c-49e7-a440-0cb9da2c9862 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =.

Mapping the City Through the Lens of Language Models Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:46.086387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1c3d662f-b451-403d-9636-8a57fd38a4ed · outbound

This paper cites Findings of the Association for Computational Linguistics: NAACL 2024 , pages =.

Mapping the City Through the Lens of Language Models Findings of the Association for Computational Linguistics: NAACL 2024 , pages =

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:46.072594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d18fcc7a-e45d-4330-bf16-aabeda9a0a7b · outbound

This paper cites Large Language Models are Geographically Biased.

Mapping the City Through the Lens of Language Models Large Language Models are Geographically Biased

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T04:28:44.613179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c80865fb-43f1-4c1f-b9d0-f42a1e0fba14 · outbound

This paper cites Proceedings of the 3rd Workshop on Multi-lingual Representation Learning , pages =.

Mapping the City Through the Lens of Language Models Proceedings of the 3rd Workshop on Multi-lingual Representation Learning , pages =

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:46.059397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9e24fbfb-af02-4b38-a9c1-712108324610 · outbound

This paper cites Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation , pages =.

Mapping the City Through the Lens of Language Models Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation , pages =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:46.044831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f139b122-c1ed-49d4-864a-a7b71d634b45 · outbound

This paper cites Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , pages =.

Mapping the City Through the Lens of Language Models Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , pages =

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.996096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fa8338af-25ce-456c-93ca-30a672f9b258 · outbound

This paper cites Transactions on Machine Learning Research , year =.

Mapping the City Through the Lens of Language Models Transactions on Machine Learning Research , year =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T04:28:44.630102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 457efa28-5e8c-4a14-8082-34fe3f9e34d7 · outbound

This paper cites Culturally uneven urban perception in large language models.

Mapping the City Through the Lens of Language Models Culturally uneven urban perception in large language models

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T04:28:45.117031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5f172709-17fb-458f-b535-9259eaec22f4 · outbound

This paper cites Proceedings of the Conference on Fairness, Accountability, and Transparency , pages =.

Mapping the City Through the Lens of Language Models Proceedings of the Conference on Fairness, Accountability, and Transparency , pages =

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.876595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2ce95ad1-ec06-4fcb-b109-e1b0ecac0442 · outbound

This paper cites Datasheets for Datasets , journal =.

Mapping the City Through the Lens of Language Models Datasheets for Datasets , journal =

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.823947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3ffe39fc-c119-48a1-b67d-a50ee1e71553 · outbound

This paper cites Improving Reproducibility in Machine Learning Research: A Report from the.

Mapping the City Through the Lens of Language Models Improving Reproducibility in Machine Learning Research: A Report from the

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.798869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7cef8e23-c231-4ea7-aea8-58a95bb6610f · outbound

This paper cites Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages =.

Mapping the City Through the Lens of Language Models Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.785018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 16a19992-4d5a-47a5-bc01-925e6fbe57f7 · outbound

This paper cites and Gebru, Timnit and McMillan-Major, Angelina and Shmitchell, Shmargaret , title =.

Mapping the City Through the Lens of Language Models and Gebru, Timnit and McMillan-Major, Angelina and Shmitchell, Shmargaret , title =

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.771350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 16405cf5-0a71-42f2-b917-e5346d28f057 · outbound

This paper cites Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency , pages =.

Mapping the City Through the Lens of Language Models Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency , pages =

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.756882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e721c806-81cc-41f5-b29a-943a266e3001 · outbound

This paper cites 2024 , doi =.

Mapping the City Through the Lens of Language Models 2024 , doi =

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.742367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 03f08368-a116-4624-96a6-3110f86c34eb · outbound

This paper cites and Freire, Sergio and Kemper, Thomas and Melchiorri, Michele and Pesaresi, Martino and Schiavina, Marcello , title =.

Mapping the City Through the Lens of Language Models and Freire, Sergio and Kemper, Thomas and Melchiorri, Michele and Pesaresi, Martino and Schiavina, Marcello , title =

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.727449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e7346c69-d6ac-46a0-95a1-a08fbf83c8bd · outbound

This paper cites an unresolved cited work.

Mapping the City Through the Lens of Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:28:45.698848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5336df07-9e8f-4317-a475-baefa4b5a2b6 · outbound

This paper cites On the Generalized Bootstrap for Sample Surveys with Special Attention to Poisson Sampling , journal =.

Mapping the City Through the Lens of Language Models On the Generalized Bootstrap for Sample Surveys with Special Attention to Poisson Sampling , journal =

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.594411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e97bd05f-ebff-4600-846d-87949b3e1dac · outbound

This paper cites CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks.

Mapping the City Through the Lens of Language Models CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T04:28:44.754063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2647d76-9c11-495f-9979-b88319d4dcde · outbound

This paper cites UrbanPlanBench: A Comprehensive Urban Planning Benchmark for Evaluating Large Language Models.

Mapping the City Through the Lens of Language Models UrbanPlanBench: A Comprehensive Urban Planning Benchmark for Evaluating Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T04:28:44.831146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5201df2-8b7f-4a42-886e-fd8f7e6babd1 · outbound

This paper cites arXiv preprint arXiv:2505.13803 , year =.

Mapping the City Through the Lens of Language Models arXiv preprint arXiv:2505.13803 , year =

Reference 27

Resolution: verified exact; doi, observed 2026-08-08T04:28:45.096311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fcecfed9-83c7-4601-9cad-b0109dee6485 · outbound

This paper cites Proceedings of the First Workshop on Natural Language Processing for Human Resources , pages =.

Mapping the City Through the Lens of Language Models Proceedings of the First Workshop on Natural Language Processing for Human Resources , pages =

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.550176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 138d48e3-69ed-41b6-b5c2-2b8bad815b32 · outbound

This paper cites Qwen3 Technical Report.

Mapping the City Through the Lens of Language Models Qwen3 Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T04:28:44.928249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd5a0c91-3586-42c6-9c8d-ffbe5a85971e · outbound

This paper cites 2 OLMo 2 Furious.

Mapping the City Through the Lens of Language Models 2 OLMo 2 Furious

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T04:28:44.932756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac5cdb03-708e-4083-8490-cf42567c49d9 · outbound

This paper cites 2024 , howpublished =.

Mapping the City Through the Lens of Language Models 2024 , howpublished =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T04:28:44.937311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5d1a7ca-12b6-457c-8125-e4f2a4c5cf9e · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Mapping the City Through the Lens of Language Models Gemma 2: Improving Open Language Models at a Practical Size

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T04:28:44.941597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dab732c-ef8d-48d2-a6f3-3f8943b7b50b · outbound

This paper cites The Llama 3 Herd of Models.

Mapping the City Through the Lens of Language Models The Llama 3 Herd of Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T04:28:44.945822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e57db9ff-96cf-41a4-839d-c82098f50bfb · outbound

This paper cites arXiv preprint arXiv:2601.10387 , year =.

Mapping the City Through the Lens of Language Models arXiv preprint arXiv:2601.10387 , year =

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T04:28:44.950482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcafa37b-e394-4cf8-8e80-87b09d06c2e4 · outbound

This paper cites ISPRS Journal of Photogrammetry and Remote Sensing , volume =.

Mapping the City Through the Lens of Language Models ISPRS Journal of Photogrammetry and Remote Sensing , volume =

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.527918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3faf28c0-e143-4d7e-be63-dd64d3ad1541 · outbound

This paper cites GlobalBuildingAtlas: An Open Global and Complete Dataset of Building Polygons, Heights and LoD1 3D Models.

Mapping the City Through the Lens of Language Models GlobalBuildingAtlas: An Open Global and Complete Dataset of Building Polygons, Heights and LoD1 3D Models

Reference 36

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T04:28:45.137219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3a45d90f-9e4d-423b-8073-7d093dd04f92 · outbound

This paper cites 2025 , doi =.

Mapping the City Through the Lens of Language Models 2025 , doi =

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:28:45.513363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6996ddb1-a9d4-46e7-be62-4fc2da5c374f · outbound

This paper cites an unresolved cited work.

Mapping the City Through the Lens of Language Models Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:28:45.459941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2bc33095-59c8-4fc1-9f05-afada459fe7f · outbound

This paper cites an unresolved cited work.

Mapping the City Through the Lens of Language Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:28:45.350507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.