Paper Citation Record · LEDGER

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards

As of 22 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2605.20006.

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

pith.paper-citation-record.v1
2605.20006 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T05:34:09.164856Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-09T03:36:57.168246Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T03:45:55.424736Z

Reference resolution

47 of 47 outbound references displayed

verified exact6
verified fuzzy28
unresolved11
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c14b0c96-c19c-4768-acfe-c0b7de1aaafb · outbound

This paper cites Fine-grained socioeconomic prediction from satellite images with distributional adjustment.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Fine-grained socioeconomic prediction from satellite images with distributional adjustment

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.097449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b2209947-a1e9-42e9-ab40-4797fd9dc0ce · outbound

This paper cites Georeg: Weight-constrained few-shot regression for socio-economic estimation using llm.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Georeg: Weight-constrained few-shot regression for socio-economic estimation using llm

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:38:05.931701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1bb137cc-b92f-43f3-b94d-0174f00ee453 · outbound

This paper cites Generalizable disaster damage assessment via change detection with vision foundation model.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Generalizable disaster damage assessment via change detection with vision foundation model

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.042146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 144fd53d-2b06-4fdf-a3d3-955959380890 · outbound

This paper cites Mapping reduced accessibility to wash facilities in rohingya refugee camps with sub-meter imagery.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Mapping reduced accessibility to wash facilities in rohingya refugee camps with sub-meter imagery

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:38:05.911836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d01af574-af57-4365-82d9-28fcb47b0d70 · outbound

This paper cites Vision- language models can self-improve reasoning via reflection.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Vision- language models can self-improve reasoning via reflection

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.075529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f7e2c8e7-8208-4b70-bb39-d8601d104aa5 · outbound

This paper cites GEOBench-VLM: Benchmarking vision-language models for geospatial tasks.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards GEOBench-VLM: Benchmarking vision-language models for geospatial tasks

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.053020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 889eb917-6781-4d41-ac39-6aa9981274ed · outbound

This paper cites Enhancing large vision language models with self-training on image comprehension.Advances in Neural Information Processing Systems, 37:131369–131397.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Enhancing large vision language models with self-training on image comprehension.Advances in Neural Information Processing Systems, 37:131369–131397

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.077908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3b0fa5cd-c78d-4c0f-9608-ec7612115034 · outbound

This paper cites Egenhofer and Robert D.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Egenhofer and Robert D

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.065255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4c95235b-dc87-41c3-a241-dd2ce97edfd1 · outbound

This paper cites Creating xbd: A dataset for assessing building damage from satellite imagery.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Creating xbd: A dataset for assessing building damage from satellite imagery

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.040843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c4a804a6-0958-4416-98a6-8d0b3f30cb63 · outbound

This paper cites Rsgpt: A remote sensing vision language model and benchmark.ISPRS Journal of Photogrammetry and Remote Sensing, 224:272–286.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Rsgpt: A remote sensing vision language model and benchmark.ISPRS Journal of Photogrammetry and Remote Sensing, 224:272–286

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.093393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8c52fa6e-10cd-4142-b9e4-b69d5d0c4c82 · outbound

This paper cites Geochat: Grounded large vision-language model for remote sensing.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Geochat: Grounded large vision-language model for remote sensing

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.038495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 98f70063-d2b6-4efe-99ec-97fb06fa4018 · outbound

This paper cites Generalizable slum detection from satellite imagery with mixture-of-experts.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Generalizable slum detection from satellite imagery with mixture-of-experts

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.061741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4b9b155c-c2fc-41de-876e-bf8547bd24af · outbound

This paper cites SegEarth-OV3: Exploring SAM 3 for Open-Vocabulary Semantic Segmentation in Remote Sensing Images.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards SegEarth-OV3: Exploring SAM 3 for Open-Vocabulary Semantic Segmentation in Remote Sensing Images

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-20T05:38:05.924867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 25eee72b-7f38-4aad-9108-7b8b2d3547fa · outbound

This paper cites Improved baselines with visual instruction tuning.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Improved baselines with visual instruction tuning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.085242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 79d9b611-040d-4fc0-bca9-acdf333caa28 · outbound

This paper cites Towards faithful reasoning in remote sensing: A perceptually-grounded geospatial chain-of-thought for vision-language models.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Towards faithful reasoning in remote sensing: A perceptually-grounded geospatial chain-of-thought for vision-language models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:24.990635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 07d21c84-af1b-4dd7-ba0b-d9a7e83f73d5 · outbound

This paper cites RSVQA: Visual question answer- ing for remote sensing data.IEEE Transactions on Geoscience and Remote Sensing, 58(12): 8555–8566.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards RSVQA: Visual question answer- ing for remote sensing data.IEEE Transactions on Geoscience and Remote Sensing, 58(12): 8555–8566

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:38:04.904190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 884184e6-b356-4b79-a22c-eacc09a927d0 · outbound

This paper cites Accurate object localization in remote sensing images based on convolutional neural networks.IEEE Transactions on Geoscience and Remote Sensing, 55(5):2486–2498.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Accurate object localization in remote sensing images based on convolutional neural networks.IEEE Transactions on Geoscience and Remote Sensing, 55(5):2486–2498

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:24.977159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c273a58b-c80a-4288-ba5f-dc21c05df35e · outbound

This paper cites Lhrs-bot: Em- powering remote sensing with vgi-enhanced large multimodal language model.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Lhrs-bot: Em- powering remote sensing with vgi-enhanced large multimodal language model

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.142483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f63b55d8-7f92-4e3e-b2d8-64f97c4e6052 · outbound

This paper cites Vhm: Versatile and honest vision language model for remote sensing image analysis.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Vhm: Versatile and honest vision language model for remote sensing image analysis

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:24.994650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6a67bfb9-bf67-4174-9fc2-ff628627ef09 · outbound

This paper cites Globe230k: A benchmark dense-pixel annotation dataset for global land cover mapping.Journal of Remote Sensing, 3: 0078.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Globe230k: A benchmark dense-pixel annotation dataset for global land cover mapping.Journal of Remote Sensing, 3: 0078

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:24.999670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 610e11e2-41f0-4f27-a531-f249c87cb1fa · outbound

This paper cites Measuring fine-grained urban air temperature with satellite imagery.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Measuring fine-grained urban air temperature with satellite imagery

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.044334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4fad8be8-66db-4b91-b41a-469eb0c7a2e4 · outbound

This paper cites Earthdial: Turning multi-sensory earth observations to interactive dialogues.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Earthdial: Turning multi-sensory earth observations to interactive dialogues

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.053055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 09825220-bd5c-4397-8bfc-85ba817455f4 · outbound

This paper cites Samrs: Scaling-up remote sensing segmentation dataset with segment anything model.Advances in Neural Information Processing Systems, 36:8815–8827.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Samrs: Scaling-up remote sensing segmentation dataset with segment anything model.Advances in Neural Information Processing Systems, 36:8815–8827

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.138236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 24ae3c94-1f99-459d-9f0e-51bf425334d9 · outbound

This paper cites Loveda: A remote sensing land-cover dataset for domain adaptive semantic segmentation.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Loveda: A remote sensing land-cover dataset for domain adaptive semantic segmentation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:24.967921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aed79823-cfdd-4966-a98f-e5e6ea3f6e12 · outbound

This paper cites an unresolved cited work.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:43:24.973050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7e6de682-97c3-4d86-a89d-4917f8bdd722 · outbound

This paper cites EarthVQA: Towards queryable earth via relational reasoning-based remote sensing visual question answering.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards EarthVQA: Towards queryable earth via relational reasoning-based remote sensing visual question answering

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.037259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e2247c83-2751-498f-ac15-284a332aa46e · outbound

This paper cites InNeurIPS.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards InNeurIPS

Reference 27

Resolution: verified exact; doi, observed 2026-05-20T05:38:04.896275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1ed5ace1-19ad-49e9-9047-cb391999ca00 · outbound

This paper cites Qwen-Image Technical Report.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Qwen-Image Technical Report

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-20T05:38:05.918781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 070e088a-ee75-432d-a0f2-8a8927e5aede · outbound

This paper cites Assessing climate risks from satellite imagery with machine learning: A case study of flood risks in jakarta.Climate Risk Management, 46:100651.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Assessing climate risks from satellite imagery with machine learning: A case study of flood risks in jakarta.Climate Risk Management, 46:100651

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.048937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0b4e4300-da34-4560-a8fd-d09e525b9653 · outbound

This paper cites Star: Self-taught reasoner bootstrapping reasoning with reasoning.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Star: Self-taught reasoner bootstrapping reasoning with reasoning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.125196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 86b5a48e-4c73-4a85-9a65-fa1c80b675f9 · outbound

This paper cites Earthgpt: A universal multimodal large language model for multisensor image comprehension in remote sensing domain.IEEE Transactions on Geoscience and Remote Sensing, 62:1–20.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Earthgpt: A universal multimodal large language model for multisensor image comprehension in remote sensing domain.IEEE Transactions on Geoscience and Remote Sensing, 62:1–20

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.133989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f1dd0f1b-aacf-464d-9104-621528d8a109 · outbound

This paper cites an unresolved cited work.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:43:25.150277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c4934dab-66f5-412d-9e5f-9947a4813123 · outbound

This paper cites Absolute zero: Reinforced self-play reasoning with zero data.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Absolute zero: Reinforced self-play reasoning with zero data

Reference 33

Resolution: malformed identifier; raw_fallback, observed 2026-05-20T05:43:25.102251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b0b7df40-9939-43de-bec0-c387eb1096b0 · outbound

This paper cites an unresolved cited work.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:43:25.107650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5737661a-02d3-4f7a-9c9c-70026332ca5e · outbound

This paper cites which class occupies the largest area?.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards which class occupies the largest area?

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.116334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 62522841-aa08-4950-affc-92b5ad9be2c8 · outbound

This paper cites an unresolved cited work.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:43:25.095813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 23c9c110-7032-4ee7-b14e-0f3b567d42ef · outbound

This paper cites vehicle, ship,building,tree).

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards vehicle, ship,building,tree)

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.111770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fcd39ae9-aca5-42b1-b443-b7b63197ab92 · outbound

This paper cites an unresolved cited work.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:43:25.120545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 44343a50-fb43-4b02-b275-4ef10c254faa · outbound

This paper cites Are there more buildings than roads in this image?.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Are there more buildings than roads in this image?

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.146205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a252c108-3613-491b-aeb7-6d224bffe3a6 · outbound

This paper cites an unresolved cited work.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:43:25.087749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4ab63519-8d49-4f21-a751-2d6df2867074 · outbound

This paper cites an unresolved cited work.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:43:25.079711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c0a55ee5-efe9-44f1-8739-d21ae2921cae · outbound

This paper cites an unresolved cited work.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:43:25.083798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 68e7018e-1c06-4b98-b764-c0d863c673cd · outbound

This paper cites an unresolved cited work.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:43:25.091846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2f340b12-4459-40c9-b330-5ae395949ae2 · outbound

This paper cites In which quadrant (TL, TR, BL, BR) does the centroid of the largest ship lie in the image?.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards In which quadrant (TL, TR, BL, BR) does the centroid of the largest ship lie in the image?

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:43:25.071482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e9dc4090-6d48-474e-b528-abdf9cda1c8e · outbound

This paper cites an unresolved cited work.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:43:25.081653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 295a1b07-ca1c-44a2-975e-5a6c85d2e027 · outbound

This paper cites an unresolved cited work.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:43:25.129112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b19bade8-a8b1-439d-bfcd-2e50ab3837a0 · outbound

This paper cites Based on these observations, the function needs to count the number of instances of the given class.

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards Based on these observations, the function needs to count the number of instances of the given class

Reference 47

Resolution: malformed identifier; raw_fallback, observed 2026-05-20T05:43:25.062701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 0f4016b1-c92f-4ceb-b2a8-c843c31f7816 · inbound

Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops cites this paper.

Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards

Reference 122

Resolution: metadata mismatch; local_arxiv, observed 2026-07-09T03:45:55.426210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.