Paper Citation Record · LEDGER

No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:1711.08536.

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

pith.paper-citation-record.v1
1711.08536 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 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 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:56:56.533646Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T08:45:34.709074Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation bad9b6d2-fbad-4d7d-a308-ed702c84f8f3 · inbound

FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age cites this paper.

FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-14T13:32:45.892553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ad69d47-75a6-4f5e-a44e-c8126c348a0f · inbound

Understanding Bias in Large-Scale Visual Datasets cites this paper.

Understanding Bias in Large-Scale Visual Datasets No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:20.817393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01e2a40b-5aa0-4611-8c07-4ebdbf64f76e · inbound

Classification Drives Geographic Bias in Street Scene Segmentation cites this paper.

Classification Drives Geographic Bias in Street Scene Segmentation No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T15:24:31.347009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 451848a5-994d-49c4-9fff-d7657153b0eb · inbound

Bridging the Data Provenance Gap Across Text, Speech and Video cites this paper.

Bridging the Data Provenance Gap Across Text, Speech and Video No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T12:18:37.431142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b600c938-2e4a-4f7f-8659-a7f5b519cbb6 · inbound

The Human Labour of Data Work: Capturing Cultural Diversity through World Wide Dishes cites this paper.

The Human Labour of Data Work: Capturing Cultural Diversity through World Wide Dishes No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 104

Resolution: unresolved; no resolver link, observed 2026-08-08T17:16:19.336215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b33d7da8-f1f4-437f-87c8-1b1ac59a1ad2 · inbound

Coverage Biases in High-Resolution Satellite Imagery cites this paper.

Coverage Biases in High-Resolution Satellite Imagery No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T00:56:56.533646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4783d0ce-8d47-4874-b819-c4b93af5a8e1 · inbound

From Bias to Accountability: How the EU AI Act Confronts Challenges in European GeoAI Auditing cites this paper.

From Bias to Accountability: How the EU AI Act Confronts Challenges in European GeoAI Auditing No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 2351

Resolution: unresolved; no resolver link, observed 2026-08-07T14:40:43.994603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ced254f0-76b6-4b92-a0f4-f6a7ba933684 · inbound

AI Data Development: A Scorecard for the System Card Framework cites this paper.

AI Data Development: A Scorecard for the System Card Framework No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:50:19.460491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac7fc7b0-6b73-4f24-9a6e-96f21820a122 · inbound

Auditing Facial Emotion Recognition Datasets for Posed Expressions and Racial Bias cites this paper.

Auditing Facial Emotion Recognition Datasets for Posed Expressions and Racial Bias No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T17:31:42.093930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ecc4e40-0b38-4074-ad82-498fc78157c8 · inbound

Meta CLIP 2: A Worldwide Scaling Recipe cites this paper.

Meta CLIP 2: A Worldwide Scaling Recipe No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T12:08:23.261268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 991bfddb-efe7-4bba-94aa-73b508dd186a · inbound

Whose Truth? Pluralistic Geo-Alignment for (Agentic) AI cites this paper.

Whose Truth? Pluralistic Geo-Alignment for (Agentic) AI No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T23:23:35.148478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bafe89ec-7c4d-476d-87de-fbe3305c3c66 · inbound

Happy Young Women, Grumpy Old Men? Emotion-Driven Demographic Biases in Synthetic Face Generation cites this paper.

Happy Young Women, Grumpy Old Men? Emotion-Driven Demographic Biases in Synthetic Face Generation No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-03T09:52:21.438435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8417a640-5bba-49c5-9498-270598e9676d · inbound

Personalized Generative Models for Contextual Debiasing cites this paper.

Personalized Generative Models for Contextual Debiasing No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-06-29T22:13:59.792241Z

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.

Observation 07a00642-6aff-4ac1-9ac5-09de84aaca7f · inbound

Geographic Bias and Diversity in AI Evaluation cites this paper.

Geographic Bias and Diversity in AI Evaluation No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-07-01T08:45:34.394392Z

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.

Observation 7c23e8c6-cc4e-49e7-b9c6-77d264b4dc78 · inbound

Assessing the Geographic Diversity of AI's Platial Representations in Image Generation cites this paper.

Assessing the Geographic Diversity of AI's Platial Representations in Image Generation No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 38

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T08:45:34.710403Z

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.

Observation 16cdd45e-1d03-418e-9e6e-6bb16986d0f7 · inbound

AI systems and the reproduction of (standard) language ideologies in World Englishes cites this paper.

AI systems and the reproduction of (standard) language ideologies in World Englishes No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-07-31T04:36:15.645981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.